Meraǵ Nokhiz
☁️ Cloud Expert ☁️

Empowering the Future with Cloud-First AI & Platform Solutions.

I Design, Implement, and Optimize Cloud Architectures & Infrastructures That Deliver Reliability, Efficiency, And Long-term Growth.

Explore My Work Read My Blog

Sn. Cloud Systems Architect

DevOps | MLOps | SRE

🚀 Let's build the future together!

🛠️ Skills & Technical Toolbox

Tools, technologies, engines and certifications behind my ability to create resilient in the cloud.

Expert
Advanced
Intermediate
Amazon AWS
☁️ Cloud Platforms
⭐️⭐️⭐️ Expert in Amazon AWS
Comprehensive cloud platform with extensive services for computing, storage, and AI/ML.
Azure
☁️ Cloud Platforms
⭐️⭐️⭐️ Expert in Azure
Microsoft's cloud platform offering hybrid cloud solutions and enterprise services.
Terraform
☁️ Cloud Platforms
⭐️⭐️⭐️ Expert in Terraform
Open-source IaC tool for building, changing, and versioning infrastructure safely.
AWS CDK
☁️ Cloud Platforms
⭐️⭐️⭐️ Expert in AWS CDK
Infrastructure as Code framework for defining AWS resources using programming languages.
Pulumi
☁️ Cloud Platforms
⭐️⭐️⭐️ Expert in Pulumi
Infrastructure as Code SDK supporting multiple programming languages.
OpenTofu
☁️ Cloud Platforms
⭐️⭐️⭐️ Expert in OpenTofu
Community-driven fork of Terraform for infrastructure as code.
Cloud Architecture
☁️ Cloud Platforms
⭐️⭐️⭐️ Expert in Cloud Architecture
Design principles for scalable, resilient cloud-based systems.
Well-Architected Framework
☁️ Cloud Platforms
⭐️⭐️⭐️ Expert in Well-Architected Framework
AWS framework for designing and operating reliable, secure, efficient systems.
Cloud Adoption Framework
☁️ Cloud Platforms
⭐️⭐️⭐️ Expert in Cloud Adoption Framework
Microsoft framework for cloud migration and adoption strategies.
Cloud UML Design
☁️ Cloud Platforms
⭐️⭐️⭐️ Expert in Cloud UML Design
Modeling cloud architectures using Unified Modeling Language.
CNCF
☁️ Cloud Platforms
⭐️⭐️⭐️ Expert in CNCF
Cloud Native Computing Foundation for cloud-native technologies.
Git
🔧 DevOps & CI/CD
⭐️⭐️⭐️ Expert in Git
Version control system for tracking code changes and collaboration.
GitHub
🔧 DevOps & CI/CD
⭐️⭐️⭐️ Expert in GitHub
Web-based platform for version control and collaboration using Git.
Ansible
🔧 DevOps & CI/CD
⭐️⭐️⭐️ Expert in Ansible
Automation tool for configuration management and application deployment.
Azure DevOps
🔧 DevOps & CI/CD
⭐️⭐️⭐️ Expert in Azure DevOps
CI/CD pipelines for building, testing, and deploying applications.
GitHub Actions
🔧 DevOps & CI/CD
⭐️⭐️⭐️ Expert in GitHub Actions
CI/CD workflows integrated with GitHub repositories.
Linux Administration
🔧 DevOps & CI/CD
⭐️⭐️⭐️ Expert in Linux Administration
System administration and management of Linux operating systems.
Docker
📦 Virtualization, Containerization & Orchestration
⭐️⭐️⭐️ Expert in Docker
Containerization platform for packaging and running applications.
Colima
📦 Virtualization, Containerization & Orchestration
⭐️⭐️⭐️ Expert in Colima
Lightweight container runtime for running containers.
Kubernetes
📦 Virtualization, Containerization & Orchestration
⭐️⭐️⭐️ Expert in Kubernetes
Container orchestration platform.
ArgoCD
📦 Virtualization, Containerization & Orchestration
⭐️⭐️⭐️ Expert in ArgoCD
Declarative GitOps continuous delivery tool for Kubernetes.
Helm Charts
📦 Virtualization, Containerization & Orchestration
⭐️⭐️⭐️ Expert in Helm Charts
Package manager for Kubernetes applications.
Development Practices
📚 Architecture Design
⭐️⭐️⭐️ Expert in Development Practices
Building REST, GraphQL, and gRPC APIs.
Clean Architecture
📚 Architecture Design
⭐️⭐️⭐️ Expert in Clean Architecture
Software design philosophy emphasizing separation of concerns.
Microservice Architecture
📚 Architecture Design
⭐️⭐️⭐️ Expert in Microservice Architecture
Architectural style structuring applications as loosely coupled services.
Platform Architecture
📚 Architecture Design
⭐️⭐️⭐️ Expert in Platform Architecture
Design of platforms supporting multiple applications and services.
Twelve-Factor App
📚 Architecture Design
⭐️⭐️⭐️ Expert in Twelve-Factor App
Methodology for building software-as-a-service applications.
Architecture Design & Patterns
📚 Architecture Design
⭐️⭐️⭐️ Expert in Architecture Design & Patterns
Principles and patterns for designing scalable software systems.
Architecture UML
📚 Architecture Design
⭐️⭐️⭐️ Expert in Architecture UML
Creating visual representations of system architecture using UML and diagrams.
Architecture Requirements Engineering
📚 Architecture Design
⭐️⭐️⭐️ Expert in Architecture Requirements Engineering
Process of defining, documenting, and maintaining software requirements.
Solution Architecture
📚 Architecture Design
⭐️⭐️⭐️ Expert in Solution Architecture
Design of solutions addressing specific business problems.
Security Architecture
⚙️ System Design & Operations
⭐️⭐️⭐️ Expert in Security Architecture
Designing systems with a focus on security best practices.
Serverless System Design
⚙️ System Design & Operations
⭐️⭐️⭐️ Expert in Serverless System Design
Architecture using serverless computing services.
System Integration & Interoperability
⚙️ System Design & Operations
⭐️⭐️⭐️ Expert in System Integration & Interoperability
Connecting different systems and ensuring compatibility.
Landing Zones & Cloud Foundations
⚙️ System Design & Operations
⭐️⭐️⭐️ Expert in Landing Zones & Cloud Foundations
Pre-configured environments for secure cloud adoption.
Cost Optimization
⚙️ System Design & Operations
⭐️⭐️⭐️ Expert in Cost Optimization
Techniques for optimizing system costs and resource usage.
Performance Optimization
⚙️ System Design & Operations
⭐️⭐️⭐️ Expert in Performance Optimization
Techniques for improving system and application performance.
Disaster Recovery
⚙️ System Design & Operations
⭐️⭐️⭐️ Expert in Disaster Recovery
Planning and implementation of disaster recovery solutions.
Policy as Code
🛡️ Governance, Security & Compliance
⭐️⭐️⭐️ Expert in Policy as Code
Managing and enforcing security policies through code.
AWS CloudWatch
⚡ Monitoring & Observability
⭐️⭐️⭐️ Expert in AWS CloudWatch
AWS monitoring and observability service for resources and applications.
Azure Monitoring & Insights
⚡ Monitoring & Observability
⭐️⭐️⭐️ Expert in Azure Monitoring & Insights
Azures monitoring and analytics services.
Grafana
⚡ Monitoring & Observability
⭐️⭐️⭐️ Expert in Grafana
Open-source platform for monitoring and observability dashboards.
Prometheus
⚡ Monitoring & Observability
⭐️⭐️⭐️ Expert in Prometheus
Open-source monitoring and alerting toolkit.
TypeScript
💻 Programming Languages
⭐️⭐️⭐️ Expert in TypeScript
Typed superset of JavaScript for large-scale applications.
HTML
💻 Programming Languages
⭐️⭐️⭐️ Expert in HTML
Markup language for creating web page structure.
CSS / SCSS
💻 Programming Languages
⭐️⭐️⭐️ Expert in CSS / SCSS
Stylesheet language for describing presentation of web documents.
Tailwind CSS
💻 Programming Languages
⭐️⭐️⭐️ Expert in Tailwind CSS
Utility-first CSS framework for rapid UI development.
Python
💻 Programming Languages
⭐️⭐️⭐️ Expert in Python
High-level programming language for data science, AI, and automation.
Bash
💻 Programming Languages
⭐️⭐️⭐️ Expert in Bash
Unix shell scripting language for automation and system administration.
Shell
💻 Programming Languages
⭐️⭐️⭐️ Expert in Shell
Command-line interpreter for operating system interaction.
Zsh
💻 Programming Languages
⭐️⭐️⭐️ Expert in Zsh
Unix shell with advanced features and customization.
PowerShell
💻 Programming Languages
⭐️⭐️⭐️ Expert in PowerShell
Task automation and configuration management framework.
Data Ingestion
✅ Data Architecture & Governance
⭐️⭐️⭐️ Expert in Data Ingestion
ETL/ELT processes for data collection and processing.
Data Processing
✅ Data Architecture & Governance
⭐️⭐️⭐️ Expert in Data Processing
Batch and stream processing
Data Utilization
✅ Data Architecture & Governance
⭐️⭐️⭐️ Expert in Data Utilization
Leveraging data for ML, analytics, and product development.
Operations
🤖 xOps
⭐️⭐️⭐️ Expert in Operations
Practices for managing and maintaining IT systems and services.
DevOps
🤖 xOps
⭐️⭐️⭐️ Expert in DevOps
Culture and practices for software delivery and operations.
SRE
🤖 xOps
⭐️⭐️⭐️ Expert in SRE
Site Reliability Engineering for operations & system reliability.
Astro
📚 Frameworks & Runtimes
⭐️⭐️⭐️ Expert in Astro
Modern framework for building fast websites.
Node.js
📚 Frameworks & Runtimes
⭐️⭐️⭐️ Expert in Node.js
JavaScript runtime for server-side applications.
Git
💻 Dev Tools & Repositories
⭐️⭐️⭐️ Expert in Git
Distributed version control system.
GitHub Enterprise
💻 Dev Tools & Repositories
⭐️⭐️⭐️ Expert in GitHub Enterprise
Enterprise version of GitHub for code hosting and collaboration.
Slack
💻 Dev Tools & Repositories
⭐️⭐️⭐️ Expert in Slack
Collaboration platform for team communication.
VS Code
💻 Dev Tools & Repositories
⭐️⭐️⭐️ Expert in VS Code
Lightweight, extensible code editor.
Postman
💻 Dev Tools & Repositories
⭐️⭐️⭐️ Expert in Postman
API development and testing platform.
Vibecode
💻 Dev Tools & Repositories
⭐️⭐️⭐️ Expert in Vibecode
AI-enhanced development environment.
AI Pair Programming
💻 Dev Tools & Repositories
⭐️⭐️⭐️ Expert in AI Pair Programming
Using AI tools to assist in coding and development tasks.
bun
📦 Package Managers & Build Tools
⭐️⭐️⭐️ Expert in bun
Fast JavaScript runtime and package manager.
npm
📦 Package Managers & Build Tools
⭐️⭐️⭐️ Expert in npm
Package manager for JavaScript and Node.js.
pip
📦 Package Managers & Build Tools
⭐️⭐️⭐️ Expert in pip
Package installer for Python.
UV
📦 Package Managers & Build Tools
⭐️⭐️⭐️ Expert in UV
Fast Python package installer and resolver.
apt-get
📦 Package Managers & Build Tools
⭐️⭐️⭐️ Expert in apt-get
Command-line tool for handling packages in Debian-based systems.
brew
📦 Package Managers & Build Tools
⭐️⭐️⭐️ Expert in brew
Package manager for macOS and Linux.
winget
📦 Package Managers & Build Tools
⭐️⭐️⭐️ Expert in winget
Package manager for Windows developed by Microsoft.
Acceptance Testing
🧪 Testing Types & Quality Assurance
⭐️⭐️⭐️ Expert in Acceptance Testing
Testing to verify the system meets business requirements.
Black Box Testing
🧪 Testing Types & Quality Assurance
⭐️⭐️⭐️ Expert in Black Box Testing
Testing that evaluates software functionality without knowledge of internal code structure.
Grey Box Testing
🧪 Testing Types & Quality Assurance
⭐️⭐️⭐️ Expert in Grey Box Testing
Testing that combines elements of both black box and white box testing.
White Box Testing
🧪 Testing Types & Quality Assurance
⭐️⭐️⭐️ Expert in White Box Testing
Testing that evaluates software internal structure and logic.
Smoke Testing
🧪 Testing Types & Quality Assurance
⭐️⭐️⭐️ Expert in Smoke Testing
Basic testing to verify core functionality works after changes.
Unit Testing
🧪 Testing Types & Quality Assurance
⭐️⭐️⭐️ Expert in Unit Testing
Testing individual units or components of software.
Integration Testing
🧪 Testing Types & Quality Assurance
⭐️⭐️⭐️ Expert in Integration Testing
Testing interactions between different system components.
End-to-End Testing
🧪 Testing Types & Quality Assurance
⭐️⭐️⭐️ Expert in End-to-End Testing
Testing entire application workflows from start to finish.
Regression Testing
🧪 Testing Types & Quality Assurance
⭐️⭐️⭐️ Expert in Regression Testing
Testing to ensure new changes don't break existing functionality.
Agile
📖 Methodologies & Project Management
⭐️⭐️⭐️ Expert in Agile
Iterative approach to software development and project management.
Agile Workplace Management
📖 Methodologies & Project Management
⭐️⭐️⭐️ Expert in Agile Workplace Management
Application of agile principles to organizational management.
SAFe
📖 Methodologies & Project Management
⭐️⭐️⭐️ Expert in SAFe
Scaled Agile Framework for large enterprises.
Scrum
📖 Methodologies & Project Management
⭐️⭐️⭐️ Expert in Scrum
Agile framework for managing complex projects.
PMBOK
📖 Methodologies & Project Management
⭐️⭐️⭐️ Expert in PMBOK
Project Management Body of Knowledge.
PRINCE2
📖 Methodologies & Project Management
⭐️⭐️⭐️ Expert in PRINCE2
Project management methodology.
Continuous Deployment (CD)
📖 Methodologies & Project Management
⭐️⭐️⭐️ Expert in Continuous Deployment (CD)
Automated release of software to production.
Continuous Integration (CI)
📖 Methodologies & Project Management
⭐️⭐️⭐️ Expert in Continuous Integration (CI)
Practice of merging code changes frequently.
DevOps Culture
📖 Methodologies & Project Management
⭐️⭐️⭐️ Expert in DevOps Culture
Cultural and organizational practices for DevOps.
Account Management
👔 Business & Leadership
⭐️⭐️⭐️ Expert in Account Management
Management of client relationships and accounts.
Budget Forecasting
👔 Business & Leadership
⭐️⭐️⭐️ Expert in Budget Forecasting
Planning and predicting financial budgets.
Business Alignment & Success
👔 Business & Leadership
⭐️⭐️⭐️ Expert in Business Alignment & Success
Ensuring business objectives are met through technology.
Financial Planning & Reporting
👔 Business & Leadership
⭐️⭐️⭐️ Expert in Financial Planning & Reporting
Strategic financial planning and reporting.
Presentation & Selling
👔 Business & Leadership
⭐️⭐️⭐️ Expert in Presentation & Selling
Skills in presenting solutions and closing sales.
Technical Sales Engineering
👔 Business & Leadership
⭐️⭐️⭐️ Expert in Technical Sales Engineering
Technical expertise applied to sales and customer engagement.
Coaching & Development
👔 Business & Leadership
⭐️⭐️⭐️ Expert in Coaching & Development
Mentoring and developing team members' skills.
Conflict Resolution
👔 Business & Leadership
⭐️⭐️⭐️ Expert in Conflict Resolution
Managing and resolving interpersonal conflicts.
Delegation
👔 Business & Leadership
⭐️⭐️⭐️ Expert in Delegation
Effective assignment of tasks and responsibilities.
Engagement & Empowerment
👔 Business & Leadership
⭐️⭐️⭐️ Expert in Engagement & Empowerment
Fostering team motivation and autonomy.
Goal Setting & Alignment
👔 Business & Leadership
⭐️⭐️⭐️ Expert in Goal Setting & Alignment
Defining and aligning organizational objectives.
Leadership & Collaboration
👔 Business & Leadership
⭐️⭐️⭐️ Expert in Leadership & Collaboration
Leading teams and promoting collaborative work.
Meeting & Workshop Moderation
👔 Business & Leadership
⭐️⭐️⭐️ Expert in Meeting & Workshop Moderation
Facilitating effective meetings and workshops.
Presentation
👔 Business & Leadership
⭐️⭐️⭐️ Expert in Presentation
Delivering compelling presentations and communications.
Adaptability
👥 Soft Skills
⭐️⭐️⭐️ Expert in Adaptability
Ability to adjust to new conditions and challenges.
Collaboration
👥 Soft Skills
⭐️⭐️⭐️ Expert in Collaboration
Working effectively with others towards common goals.
Code Review
👥 Soft Skills
⭐️⭐️⭐️ Expert in Code Review
Evaluating and improving code quality through peer review.
Problem Solving
👥 Soft Skills
⭐️⭐️⭐️ Expert in Problem Solving
Analyzing issues and developing effective solutions.
Tech Documentation
👥 Soft Skills
⭐️⭐️⭐️ Expert in Tech Documentation
Creating clear and comprehensive technical documentation.
Google Cloud (GCP)
☁️ Cloud Platforms
⭐️⭐️ Advanced in Google Cloud (GCP)
Google Cloud Platform with AI/ML, big data, and container services.
Oracle Cloud
☁️ Cloud Platforms
⭐️⭐️ Advanced in Oracle Cloud
Oracle's cloud platform integrated with enterprise database solutions.
Alibaba Cloud
☁️ Cloud Platforms
⭐️⭐️ Advanced in Alibaba Cloud
Major cloud provider with strong presence in Asia and comprehensive global services.
IBM Cloud
☁️ Cloud Platforms
⭐️⭐️ Advanced in IBM Cloud
Enterprise-focused cloud platform with strong AI/ML and hybrid cloud capabilities.
DigitalOcean
☁️ Cloud Platforms
⭐️⭐️ Advanced in DigitalOcean
Developer-friendly cloud platform with simple, cost-effective VPS and managed services.
Azure Bicep
☁️ Cloud Platforms
⭐️⭐️ Advanced in Azure Bicep
Domain-specific language for deploying Azure resources declaratively.
CrossPlane
☁️ Cloud Platforms
⭐️⭐️ Advanced in CrossPlane
Open-source control plane for managing cloud infrastructure across providers.
AWS CloudFormation
☁️ Cloud Platforms
⭐️⭐️ Advanced in AWS CloudFormation
Native AWS service for infrastructure as code using JSON/YAML templates.
ARM Templates
☁️ Cloud Platforms
⭐️⭐️ Advanced in ARM Templates
Azure Resource Manager templates for declarative infrastructure deployment.
Google Cloud Deployment Manager
☁️ Cloud Platforms
⭐️⭐️ Advanced in Google Cloud Deployment Manager
GCP's native infrastructure deployment service using YAML, Python, or Jinja2.
Azure Resource Manager ARM
☁️ Cloud Platforms
⭐️⭐️ Advanced in Azure Resource Manager ARM
Azure's native infrastructure management and deployment service.
Heroku
☁️ Cloud Platforms
⭐️⭐️ Advanced in Heroku
Pioneer cloud application platform enabling easy deployment and scaling of web applications.
Vercel
☁️ Cloud Platforms
⭐️⭐️ Advanced in Vercel
Leading platform for frontend deployment, Jamstack, and serverless functions.
Google Anthos
☁️ Cloud Platforms
⭐️⭐️ Advanced in Google Anthos
Hybrid and multi-cloud platform for modern application development and management.
Azure Arc
☁️ Cloud Platforms
⭐️⭐️ Advanced in Azure Arc
Hybrid and multi-cloud management platform extending Azure services everywhere.
AWS Outposts
☁️ Cloud Platforms
⭐️⭐️ Advanced in AWS Outposts
Fully managed service extending AWS infrastructure to on-premises environments.
VMware Cloud Foundation
☁️ Cloud Platforms
⭐️⭐️ Advanced in VMware Cloud Foundation
Enterprise hybrid cloud platform combining compute, storage, and networking.
Bitbucket
🔧 DevOps & CI/CD
⭐️⭐️ Advanced in Bitbucket
Git-based source code repository with integrated CI/CD pipelines.
GitLab
🔧 DevOps & CI/CD
⭐️⭐️ Advanced in GitLab
Web-based DevOps platform with integrated Git repository and CI/CD.
Azure Repos
🔧 DevOps & CI/CD
⭐️⭐️ Advanced in Azure Repos
Git repositories for source control in Azure DevOps.
Chef
🔧 DevOps & CI/CD
⭐️⭐️ Advanced in Chef
Configuration management tool using Ruby-based DSL.
Puppet
🔧 DevOps & CI/CD
⭐️⭐️ Advanced in Puppet
Configuration management tool for infrastructure automation.
AWS CodeBuild
🔧 DevOps & CI/CD
⭐️⭐️ Advanced in AWS CodeBuild
Managed continuous integration service for building and testing code.
AWS CodePipeline
🔧 DevOps & CI/CD
⭐️⭐️ Advanced in AWS CodePipeline
Fully managed continuous delivery service for fast and reliable application updates.
GitLab CI
🔧 DevOps & CI/CD
⭐️⭐️ Advanced in GitLab CI
Integrated CI/CD pipelines within GitLab platform.
Jenkins
🔧 DevOps & CI/CD
⭐️⭐️ Advanced in Jenkins
Open-source automation server for CI/CD pipelines.
Windows Administration
🔧 DevOps & CI/CD
⭐️⭐️ Advanced in Windows Administration
Microsoft Windows Server administration and management.
SonarQube
🔧 DevOps & CI/CD
⭐️⭐️ Advanced in SonarQube
Tool for continuous inspection of code quality and security.
JUnit
🔧 DevOps & CI/CD
⭐️⭐️ Advanced in JUnit
Unit testing framework for Java applications.
pytest
🔧 DevOps & CI/CD
⭐️⭐️ Advanced in pytest
Testing framework for Python applications.
Selenium
🔧 DevOps & CI/CD
⭐️⭐️ Advanced in Selenium
Automated web application testing tool.
Packer
🔧 DevOps & CI/CD
⭐️⭐️ Advanced in Packer
Tool for creating machine images.
AHV
📦 Virtualization, Containerization & Orchestration
⭐️⭐️ Advanced in AHV
Acropolis Hypervisor for virtualization.
KVM
📦 Virtualization, Containerization & Orchestration
⭐️⭐️ Advanced in KVM
Kernel-based Virtual Machine for Linux virtualization.
VMware
📦 Virtualization, Containerization & Orchestration
⭐️⭐️ Advanced in VMware
Virtualization platform for enterprise environments.
Podman
📦 Virtualization, Containerization & Orchestration
⭐️⭐️ Advanced in Podman
Daemonless container engine for developing, managing, and running OCI containers.
K3s
📦 Virtualization, Containerization & Orchestration
⭐️⭐️ Advanced in K3s
Lightweight Kubernetes distribution.
KubeAdm
📦 Virtualization, Containerization & Orchestration
⭐️⭐️ Advanced in KubeAdm
Tool for bootstrapping Kubernetes clusters.
KubeSpray
📦 Virtualization, Containerization & Orchestration
⭐️⭐️ Advanced in KubeSpray
Kubernetes cluster deployment tool.
OpenShift
📦 Virtualization, Containerization & Orchestration
⭐️⭐️ Advanced in OpenShift
Enterprise Kubernetes platform.
Rancher
📦 Virtualization, Containerization & Orchestration
⭐️⭐️ Advanced in Rancher
Kubernetes management platform.
DAPR
📦 Virtualization, Containerization & Orchestration
⭐️⭐️ Advanced in DAPR
Distributed Application Runtime for microservices.
Flux
📦 Virtualization, Containerization & Orchestration
⭐️⭐️ Advanced in Flux
GitOps operator for microservices.
Istio
📦 Virtualization, Containerization & Orchestration
⭐️⭐️ Advanced in Istio
Service mesh for microservices.
Linkerd
📦 Virtualization, Containerization & Orchestration
⭐️⭐️ Advanced in Linkerd
Service mesh for Kubernetes.
Backstage
📦 Virtualization, Containerization & Orchestration
⭐️⭐️ Advanced in Backstage
Developer portal platform for managing services and tools.
Kyverno
📦 Virtualization, Containerization & Orchestration
⭐️⭐️ Advanced in Kyverno
Kubernetes native policy management engine.
HPC Cluster
📦 Virtualization, Containerization & Orchestration
⭐️⭐️ Advanced in HPC Cluster
High Performance Computing cluster management.
Event-Driven Architecture
📚 Architecture Design
⭐️⭐️ Advanced in Event-Driven Architecture
Design pattern using events to trigger and communicate between services.
Hexagonal Architecture
📚 Architecture Design
⭐️⭐️ Advanced in Hexagonal Architecture
Architectural pattern separating core logic from external concerns.
Service Mesh
📚 Architecture Design
⭐️⭐️ Advanced in Service Mesh
Infrastructure layer for handling service-to-service communication.
Domain-Driven Design
📚 Architecture Design
⭐️⭐️ Advanced in Domain-Driven Design
Approach to software development centered around business domains.
FEAF (EA)
📚 Architecture Design
⭐️⭐️ Advanced in FEAF (EA)
Federal Enterprise Architecture Framework for government systems.
TOGAF (EA)
📚 Architecture Design
⭐️⭐️ Advanced in TOGAF (EA)
Open Group Architecture Framework for enterprise architecture.
Zachman (EA)
📚 Architecture Design
⭐️⭐️ Advanced in Zachman (EA)
Framework for enterprise architecture using multiple perspectives.
AI Agentic Architecture
📚 Architecture Design
⭐️⭐️ Advanced in AI Agentic Architecture
Design patterns for autonomous AI systems and agent-based architectures.
Data Architecture
📚 Architecture Design
⭐️⭐️ Advanced in Data Architecture
Design of data systems, storage, and processing frameworks.
Hybrid Architecture
⚙️ System Design & Operations
⭐️⭐️ Advanced in Hybrid Architecture
Design combining on-premises and cloud infrastructure.
Network Architecture & Design
⚙️ System Design & Operations
⭐️⭐️ Advanced in Network Architecture & Design
Design of network infrastructure for performance and security.
API Gateway Design
⚙️ System Design & Operations
⭐️⭐️ Advanced in API Gateway Design
Service for managing, routing, and securing API requests.
High Availability & Fault Tolerance
⚙️ System Design & Operations
⭐️⭐️ Advanced in High Availability & Fault Tolerance
Design for systems that remain operational during failures.
Load Balancing
⚙️ System Design & Operations
⭐️⭐️ Advanced in Load Balancing
Distribution of network traffic across multiple servers.
Scalability & Elasticity
⚙️ System Design & Operations
⭐️⭐️ Advanced in Scalability & Elasticity
Ability to handle increased load and scale resources dynamically.
Site Reliability Engineering (SRE)
⚙️ System Design & Operations
⭐️⭐️ Advanced in Site Reliability Engineering (SRE)
Engineering practices to ensure system reliability and uptime.
Internal Developer Platform (IDP)
⚙️ System Design & Operations
⭐️⭐️ Advanced in Internal Developer Platform (IDP)
Platforms providing self-service capabilities for developers.
MLOps System Design
⚙️ System Design & Operations
⭐️⭐️ Advanced in MLOps System Design
Designing systems for deploying and managing ML models.
Observability Architecture
⚙️ System Design & Operations
⭐️⭐️ Advanced in Observability Architecture
Designing systems for monitoring and observability.
Backup & Recovery
⚙️ System Design & Operations
⭐️⭐️ Advanced in Backup & Recovery
Strategies and tools for data backup and disaster recovery.
Compliance & Regulatory Design
⚙️ System Design & Operations
⭐️⭐️ Advanced in Compliance & Regulatory Design
Designing systems to meet compliance and regulatory requirements.
RBAC
🛡️ Governance, Security & Compliance
⭐️⭐️ Advanced in RBAC
Role-Based Access Control across cloud providers.
IAM
🛡️ Governance, Security & Compliance
⭐️⭐️ Advanced in IAM
Identity and Access Management across cloud providers.
PIM
🛡️ Governance, Security & Compliance
⭐️⭐️ Advanced in PIM
Privileged Identity Management for secure access to critical resources.
IAM (AWS, GCP, Azure IDD)
🛡️ Governance, Security & Compliance
⭐️⭐️ Advanced in IAM (AWS, GCP, Azure IDD)
Identity and Access Management across cloud platforms.
SAML
🛡️ Governance, Security & Compliance
⭐️⭐️ Advanced in SAML
Security Assertion Markup Language for identity federation and single sign-on.
OAuth
🛡️ Governance, Security & Compliance
⭐️⭐️ Advanced in OAuth
Authorization framework for delegated access to resources.
OpenID
🛡️ Governance, Security & Compliance
⭐️⭐️ Advanced in OpenID
Identity layer on top of OAuth for user authentication.
PAM (Secrets Manager, KV Store)
🛡️ Governance, Security & Compliance
⭐️⭐️ Advanced in PAM (Secrets Manager, KV Store)
Management of access authorization policies across cloud platforms.
GDPR
🛡️ Governance, Security & Compliance
⭐️⭐️ Advanced in GDPR
European data protection regulation compliance practices.
ISCF
🛡️ Governance, Security & Compliance
⭐️⭐️ Advanced in ISCF
UK Information Security Compliance Framework.
PCI DSS
🛡️ Governance, Security & Compliance
⭐️⭐️ Advanced in PCI DSS
Payment Card Industry Data Security Standard compliance.
NIST 800-53
🛡️ Governance, Security & Compliance
⭐️⭐️ Advanced in NIST 800-53
Security and privacy controls for federal information systems.
HIPAA
🛡️ Governance, Security & Compliance
⭐️⭐️ Advanced in HIPAA
Health Insurance Portability and Accountability Act compliance.
ISO/IEC 27001
🛡️ Governance, Security & Compliance
⭐️⭐️ Advanced in ISO/IEC 27001
Information security management systems standard.
ISO/IEC 27017
🛡️ Governance, Security & Compliance
⭐️⭐️ Advanced in ISO/IEC 27017
Cloud services information security controls.
ISO/IEC 27018
🛡️ Governance, Security & Compliance
⭐️⭐️ Advanced in ISO/IEC 27018
Public cloud personal information protection.
ISO/IEC 27701
🛡️ Governance, Security & Compliance
⭐️⭐️ Advanced in ISO/IEC 27701
Privacy information management systems.
NIST CSF
🛡️ Governance, Security & Compliance
⭐️⭐️ Advanced in NIST CSF
NIST Cybersecurity Framework for managing cybersecurity risk.
SOC 2
🛡️ Governance, Security & Compliance
⭐️⭐️ Advanced in SOC 2
Trust Services Criteria for security, availability, and confidentiality.
API Security
🛡️ Governance, Security & Compliance
⭐️⭐️ Advanced in API Security
Security practices for APIs including OAuth, JWT, and SAML authentication.
Critical Security Controls (CIS)
🛡️ Governance, Security & Compliance
⭐️⭐️ Advanced in Critical Security Controls (CIS)
Center for Internet Security controls for securing IT systems.
Policies (AWS CT, GCP RM, Azure Mgmt Group)
🛡️ Governance, Security & Compliance
⭐️⭐️ Advanced in Policies (AWS CT, GCP RM, Azure Mgmt Group)
Management of enterprise-wide security policies.
Zero Trust Architecture
🛡️ Governance, Security & Compliance
⭐️⭐️ Advanced in Zero Trust Architecture
Security model assuming no implicit trust in any network.
IDS/IPS
🛡️ Governance, Security & Compliance
⭐️⭐️ Advanced in IDS/IPS
Intrusion Detection / Prevention Systems for network security.
SIEM
🛡️ Governance, Security & Compliance
⭐️⭐️ Advanced in SIEM
Security Information and Event Management for threat detection.
XDR Security Hub
🛡️ Governance, Security & Compliance
⭐️⭐️ Advanced in XDR Security Hub
Extended Detection and Response across multiple security tools.
PKI/Certificate Management
🛡️ Governance, Security & Compliance
⭐️⭐️ Advanced in PKI/Certificate Management
Public Key Infrastructure and certificate lifecycle management.
TLS/SSL
🛡️ Governance, Security & Compliance
⭐️⭐️ Advanced in TLS/SSL
Transport Layer Security and Secure Sockets Layer protocols.
GCP Operations (Stackdriver)
⚡ Monitoring & Observability
⭐️⭐️ Advanced in GCP Operations (Stackdriver)
GCP monitoring, logging, and diagnostics service.
ELK Stack
⚡ Monitoring & Observability
⭐️⭐️ Advanced in ELK Stack
Elasticsearch, Logstash, Kibana stack for log analysis and visualization.
Jaeger
⚡ Monitoring & Observability
⭐️⭐️ Advanced in Jaeger
Open-source distributed tracing system for monitoring microservices.
Tempo
⚡ Monitoring & Observability
⭐️⭐️ Advanced in Tempo
High-volume, minimal-dependency trace storage for Grafana.
Loki
⚡ Monitoring & Observability
⭐️⭐️ Advanced in Loki
Log aggregation system designed for Kubernetes.
Datadog
⚡ Monitoring & Observability
⭐️⭐️ Advanced in Datadog
Monitoring and analytics platform for cloud-scale applications.
Splunk
⚡ Monitoring & Observability
⭐️⭐️ Advanced in Splunk
Platform for searching, monitoring, and analyzing machine-generated data.
OpenTelemetry
⚡ Monitoring & Observability
⭐️⭐️ Advanced in OpenTelemetry
Open-source observability framework for metrics, logs, and traces.
PagerDuty
⚡ Monitoring & Observability
⭐️⭐️ Advanced in PagerDuty
Incident response platform for on-call management.
JavaScript
💻 Programming Languages
⭐️⭐️ Advanced in JavaScript
Dynamic programming language for web development and server-side applications.
Java
💻 Programming Languages
⭐️⭐️ Advanced in Java
Object-oriented language for enterprise applications and Android.
C#
💻 Programming Languages
⭐️⭐️ Advanced in C#
Object-oriented programming language for .NET applications.
Go
💻 Programming Languages
⭐️⭐️ Advanced in Go
Compiled programming language designed for simplicity and efficiency.
Swift
💻 Programming Languages
⭐️⭐️ Advanced in Swift
Programming language for iOS and macOS development.
PHP
💻 Programming Languages
⭐️⭐️ Advanced in PHP
Server-side scripting language for web development.
SQL
💻 Programming Languages
⭐️⭐️ Advanced in SQL
Domain-specific language for managing relational databases.
GraphQL
💻 Programming Languages
⭐️⭐️ Advanced in GraphQL
Query language for APIs and runtime for executing queries.
Snowflake
🗄️ Databases & Data Platforms
⭐️⭐️ Advanced in Snowflake
Cloud data warehouse for data analytics.
GCP BigQuery
🗄️ Databases & Data Platforms
⭐️⭐️ Advanced in GCP BigQuery
Serverless data warehouse for analytics.
AWS Redshift
🗄️ Databases & Data Platforms
⭐️⭐️ Advanced in AWS Redshift
Data warehouse service for analytics.
Azure Synapse Analytics
🗄️ Databases & Data Platforms
⭐️⭐️ Advanced in Azure Synapse Analytics
Integrated analytics service combining data lakes and warehouses.
AWS Aurora
🗄️ Databases & Data Platforms
⭐️⭐️ Advanced in AWS Aurora
MySQL and PostgreSQL-compatible relational database.
AWS DynamoDB
🗄️ Databases & Data Platforms
⭐️⭐️ Advanced in AWS DynamoDB
NoSQL database service for any scale.
AWS RDS
🗄️ Databases & Data Platforms
⭐️⭐️ Advanced in AWS RDS
Managed relational database service.
AWS S3
🗄️ Databases & Data Platforms
⭐️⭐️ Advanced in AWS S3
Object storage service for any amount of data.
Azure Cosmos DB
🗄️ Databases & Data Platforms
⭐️⭐️ Advanced in Azure Cosmos DB
Globally distributed, multi-model database service.
Azure SQL
🗄️ Databases & Data Platforms
⭐️⭐️ Advanced in Azure SQL
Managed MySQL, PostgreSQL, and SQL Server databases.
GCP SQL
🗄️ Databases & Data Platforms
⭐️⭐️ Advanced in GCP SQL
Managed MySQL, PostgreSQL, and SQL Server databases.
MongoDB Atlas
🗄️ Databases & Data Platforms
⭐️⭐️ Advanced in MongoDB Atlas
Cloud database service for MongoDB.
Azure OneLake
🗄️ Databases & Data Platforms
⭐️⭐️ Advanced in Azure OneLake
Single data lake for all analytics workloads.
Databricks
🗄️ Databases & Data Platforms
⭐️⭐️ Advanced in Databricks
Unified analytics platform powered by Apache Spark.
Dremio
🗄️ Databases & Data Platforms
⭐️⭐️ Advanced in Dremio
Data lakehouse platform for self-service analytics.
PostgreSQL
🗄️ Databases & Data Platforms
⭐️⭐️ Advanced in PostgreSQL
Advanced open-source relational database.
MariaDB
🗄️ Databases & Data Platforms
⭐️⭐️ Advanced in MariaDB
Community-developed fork of MySQL.
Redis
🗄️ Databases & Data Platforms
⭐️⭐️ Advanced in Redis
In-memory data structure store for caching and messaging.
Cassandra
🗄️ Databases & Data Platforms
⭐️⭐️ Advanced in Cassandra
Distributed NoSQL database for high availability.
Neo4j
🗄️ Databases & Data Platforms
⭐️⭐️ Advanced in Neo4j
Graph database for connected data.
InfluxDB
🗄️ Databases & Data Platforms
⭐️⭐️ Advanced in InfluxDB
Time series database for metrics and events.
Elasticsearch
🗄️ Databases & Data Platforms
⭐️⭐️ Advanced in Elasticsearch
Distributed search and analytics engine.
Airflow
🗄️ Databases & Data Platforms
⭐️⭐️ Advanced in Airflow
Platform for programmatically authoring, scheduling, and monitoring workflows.
AWS Glue
🗄️ Databases & Data Platforms
⭐️⭐️ Advanced in AWS Glue
Serverless data integration service for ETL operations.
AWS EMR
🗄️ Databases & Data Platforms
⭐️⭐️ Advanced in AWS EMR
Big data platform for processing large datasets.
Azure Data Factory
🗄️ Databases & Data Platforms
⭐️⭐️ Advanced in Azure Data Factory
Cloud-based data integration service for ETL/ELT workflows.
Azure Fabric
🗄️ Databases & Data Platforms
⭐️⭐️ Advanced in Azure Fabric
Unified analytics platform for data engineering and science.
GCP Dataflow
🗄️ Databases & Data Platforms
⭐️⭐️ Advanced in GCP Dataflow
Unified stream and batch data processing.
GCP Data Fusion
🗄️ Databases & Data Platforms
⭐️⭐️ Advanced in GCP Data Fusion
Code-free data integration and ETL service.
Azure Purview
🗄️ Databases & Data Platforms
⭐️⭐️ Advanced in Azure Purview
Data governance and catalog management service.
Power BI
🗄️ Databases & Data Platforms
⭐️⭐️ Advanced in Power BI
Business intelligence and analytics platform.
Tableau
🗄️ Databases & Data Platforms
⭐️⭐️ Advanced in Tableau
Data visualization and business intelligence software.
DICOM
🗄️ Databases & Data Platforms
⭐️⭐️ Advanced in DICOM
Digital Imaging and Communications in Medicine standard for medical imaging.
FHIR
🗄️ Databases & Data Platforms
⭐️⭐️ Advanced in FHIR
Fast Healthcare Interoperability Resources for healthcare data exchange.
Parquet
🗄️ Databases & Data Platforms
⭐️⭐️ Advanced in Parquet
Columnar storage file format for big data processing.
Avro
🗄️ Databases & Data Platforms
⭐️⭐️ Advanced in Avro
Row-oriented remote procedure call and data serialization framework.
Data Lake
✅ Data Architecture & Governance
⭐️⭐️ Advanced in Data Lake
Storage repository for large amounts of raw data.
Data Lakehouse
✅ Data Architecture & Governance
⭐️⭐️ Advanced in Data Lakehouse
Architecture combining data lakes and warehouses.
Data Warehouse
✅ Data Architecture & Governance
⭐️⭐️ Advanced in Data Warehouse
Central repository for structured data analysis.
OLTP (Online Transaction Processing)
✅ Data Architecture & Governance
⭐️⭐️ Advanced in OLTP (Online Transaction Processing)
Database design optimized for transactional operations and real-time data processing.
OLAP (Online Analytical Processing)
✅ Data Architecture & Governance
⭐️⭐️ Advanced in OLAP (Online Analytical Processing)
Database design optimized for complex queries and analytical processing of large datasets.
Data Quality Management
✅ Data Architecture & Governance
⭐️⭐️ Advanced in Data Quality Management
Ensuring accuracy and reliability of data.
Master Data Management
✅ Data Architecture & Governance
⭐️⭐️ Advanced in Master Data Management
Management of enterprise-wide master data.
Data Stewardship
✅ Data Architecture & Governance
⭐️⭐️ Advanced in Data Stewardship
Management and oversight of data assets.
Data Privacy & Security Policies
✅ Data Architecture & Governance
⭐️⭐️ Advanced in Data Privacy & Security Policies
Regulatory compliance for data protection.
Data Mesh
✅ Data Architecture & Governance
⭐️⭐️ Advanced in Data Mesh
Decentralized data architecture approach.
Messaging
💬 Messaging & Event Streaming
⭐️⭐️ Advanced in Messaging
Message queues allowing services to send messages to one another.
Event Streaming
💬 Messaging & Event Streaming
⭐️⭐️ Advanced in Event Streaming
Data streams used by event-driven architectures and distributed systems to communicate.
Azure Event Hub
💬 Messaging & Event Streaming
⭐️⭐️ Advanced in Azure Event Hub
Service for event streaming and routing at scale.
Kafka
💬 Messaging & Event Streaming
⭐️⭐️ Advanced in Kafka
Distributed streaming platform for building real-time data pipelines.
Confluent
💬 Messaging & Event Streaming
⭐️⭐️ Advanced in Confluent
Enterprise platform for Kafka including its ecosystem.
Apache Flink
💬 Messaging & Event Streaming
⭐️⭐️ Advanced in Apache Flink
Open-source stream processing framework.
GenAI Platforms
🧠 AI & MLOps
⭐️⭐️ Advanced in GenAI Platforms
Platforms for generative AI including ChatGPT, Anthropic, Grok, Gemini.
Large Language Models
🧠 AI & MLOps
⭐️⭐️ Advanced in Large Language Models
Advanced AI models for natural language processing.
Hugging Face
🧠 AI & MLOps
⭐️⭐️ Advanced in Hugging Face
Platform for sharing and using pre-trained ML models.
Moonshine TTS
🧠 AI & MLOps
⭐️⭐️ Advanced in Moonshine TTS
Text-to-Speech synthesis platform.
Whisper STT
🧠 AI & MLOps
⭐️⭐️ Advanced in Whisper STT
Speech-to-Text transcription model by OpenAI.
VAD (Voice Activity Detection)
🧠 AI & MLOps
⭐️⭐️ Advanced in VAD (Voice Activity Detection)
Techniques for detecting presence of human speech.
Kokoro TTS
🧠 AI & MLOps
⭐️⭐️ Advanced in Kokoro TTS
High-quality Text-to-Speech synthesis system.
Orpheus STT
🧠 AI & MLOps
⭐️⭐️ Advanced in Orpheus STT
Advanced Speech-to-Text transcription system.
LangChain
🧠 AI & MLOps
⭐️⭐️ Advanced in LangChain
Framework for developing applications with LLMs.
LangGraph
🧠 AI & MLOps
⭐️⭐️ Advanced in LangGraph
Library for building multi-agent LLM applications.
Chroma DB
🧠 AI & MLOps
⭐️⭐️ Advanced in Chroma DB
Vector database for AI applications.
Pinecone DB
🧠 AI & MLOps
⭐️⭐️ Advanced in Pinecone DB
Vector database for similarity search.
Qdrant
🧠 AI & MLOps
⭐️⭐️ Advanced in Qdrant
Vector search engine for AI applications.
MLOps
🧠 AI & MLOps
⭐️⭐️ Advanced in MLOps
Practices for deploying and maintaining ML systems in production.
Model Deployment
🧠 AI & MLOps
⭐️⭐️ Advanced in Model Deployment
Techniques for deploying ML models to production.
Model Monitoring
🧠 AI & MLOps
⭐️⭐️ Advanced in Model Monitoring
Continuous monitoring of ML model performance.
Model Versioning
🧠 AI & MLOps
⭐️⭐️ Advanced in Model Versioning
Managing different versions of ML models.
Experiment Tracking
🧠 AI & MLOps
⭐️⭐️ Advanced in Experiment Tracking
Tools and practices for managing ML experiments.
Agentic Engineering
🧠 AI & MLOps
⭐️⭐️ Advanced in Agentic Engineering
Design and development of autonomous AI agents.
Prompt Engineering
🧠 AI & MLOps
⭐️⭐️ Advanced in Prompt Engineering
Crafting effective prompts for AI models.
RAG
🧠 AI & MLOps
⭐️⭐️ Advanced in RAG
Retrieval-Augmented Generation for improving LLM responses.
KubeFlow
🧠 AI & MLOps
⭐️⭐️ Advanced in KubeFlow
ML toolkit for Kubernetes.
MetaFlow
🧠 AI & MLOps
⭐️⭐️ Advanced in MetaFlow
ML infrastructure for building and managing ML workflows.
BizOps
🤖 xOps
⭐️⭐️ Advanced in BizOps
Business operations practices for organizational efficiency.
SecOps
🤖 xOps
⭐️⭐️ Advanced in SecOps
Security operations for monitoring and responding to security threats.
ChatOps
🤖 xOps
⭐️⭐️ Advanced in ChatOps
Collaboration model using chat platforms for operations.
DataOps
🤖 xOps
⭐️⭐️ Advanced in DataOps
Practices for data management and analytics.
DevSecOps
🤖 xOps
⭐️⭐️ Advanced in DevSecOps
Integration of security practices into DevOps.
FinOps
🤖 xOps
⭐️⭐️ Advanced in FinOps
Cloud financial management and cost optimization.
GitOps
🤖 xOps
⭐️⭐️ Advanced in GitOps
Operations using Git for infrastructure management.
IssueOps
🤖 xOps
⭐️⭐️ Advanced in IssueOps
GitHub Issues-based operations workflows.
LLMOps
🤖 xOps
⭐️⭐️ Advanced in LLMOps
Operations for Large Language Model deployment and management.
DevGreenOps
🤖 xOps
⭐️⭐️ Advanced in DevGreenOps
Sustainable development and operations practices. (DevSusOps)
Ollama
🧠 AI Inference Engines & Formats
⭐️⭐️ Advanced in Ollama
User-friendly app for managing and running local LLMs with API integration.
vLLM
🧠 AI Inference Engines & Formats
⭐️⭐️ Advanced in vLLM
High-throughput library for efficient LLM inference on GPUs.
GGUF
🧠 AI Inference Engines & Formats
⭐️⭐️ Advanced in GGUF
File format for efficient storage of quantized LLMs on CPUs with metadata support.
Pickle
🧠 AI Inference Engines & Formats
⭐️⭐️ Advanced in Pickle
Python serialization format for saving model objects, including weights and architecture.
NumPy (.npy/.npz)
🧠 AI Inference Engines & Formats
⭐️⭐️ Advanced in NumPy (.npy/.npz)
Format for saving numerical arrays, useful for model weights in simple scenarios.
SAP ERP
📦 Enterprise Software
⭐️⭐️ Advanced in SAP ERP
Enterprise resource planning system.
Microsoft D365
📦 Enterprise Software
⭐️⭐️ Advanced in Microsoft D365
Microsoft Dynamics 365 for ERP and CRM.
Salesforce CRM
📦 Enterprise Software
⭐️⭐️ Advanced in Salesforce CRM
Customer relationship management platform.
ServiceNow ITSM
📦 Enterprise Software
⭐️⭐️ Advanced in ServiceNow ITSM
IT service management and workflow automation.
Apache Software Foundation
📦 Enterprise Software
⭐️⭐️ Advanced in Apache Software Foundation
Non-profit organization supporting Apache projects.
API Development
🌿 Core Development & Design Patterns
⭐️⭐️ Advanced in API Development
Building REST, GraphQL, and gRPC APIs.
Object-Oriented Programming (OOP)
🌿 Core Development & Design Patterns
⭐️⭐️ Advanced in Object-Oriented Programming (OOP)
Programming paradigm based on objects and classes.
Event-Driven Programming
🌿 Core Development & Design Patterns
⭐️⭐️ Advanced in Event-Driven Programming
Programming paradigm based on events and event handlers.
Reactive Programming
🌿 Core Development & Design Patterns
⭐️⭐️ Advanced in Reactive Programming
Programming paradigm oriented around data flows and the propagation of change.
Software Design Patterns
🌿 Core Development & Design Patterns
⭐️⭐️ Advanced in Software Design Patterns
Reusable solutions to common software design problems.
SOLID Principles
🌿 Core Development & Design Patterns
⭐️⭐️ Advanced in SOLID Principles
Object-oriented design principles.
Clean Code
🌿 Core Development & Design Patterns
⭐️⭐️ Advanced in Clean Code
Principles for writing maintainable code (DRY, KISS, YAGNI).
MVC & MVVM
🌿 Core Development & Design Patterns
⭐️⭐️ Advanced in MVC & MVVM
Architectural patterns for user interface design.
Event-Driven Design
🌿 Core Development & Design Patterns
⭐️⭐️ Advanced in Event-Driven Design
Architecture pattern using events for decoupling.
Domain-Driven Design
🌿 Core Development & Design Patterns
⭐️⭐️ Advanced in Domain-Driven Design
Software development approach centered around business domains.
Serverless Architecture
🌿 Core Development & Design Patterns
⭐️⭐️ Advanced in Serverless Architecture
Designing applications using serverless computing services.
Good X Practices
🌿 Core Development & Design Patterns
⭐️⭐️ Advanced in Good X Practices
Best practices across development disciplines.
QA & Testing Practices
🌿 Core Development & Design Patterns
⭐️⭐️ Advanced in QA & Testing Practices
Quality assurance and software testing methodologies.
Release & Build Management
🌿 Core Development & Design Patterns
⭐️⭐️ Advanced in Release & Build Management
Managing software releases and build processes.
SDLC
🌿 Core Development & Design Patterns
⭐️⭐️ Advanced in SDLC
Software Development Life Cycle management.
Data Structures & Algorithms
🌿 Core Development & Design Patterns
⭐️⭐️ Advanced in Data Structures & Algorithms
Fundamental computer science concepts.
Angular
📚 Frameworks & Runtimes
⭐️⭐️ Advanced in Angular
TypeScript-based web application framework.
Next.js
📚 Frameworks & Runtimes
⭐️⭐️ Advanced in Next.js
React framework for production web applications.
React
📚 Frameworks & Runtimes
⭐️⭐️ Advanced in React
JavaScript library for building user interfaces.
Vue
📚 Frameworks & Runtimes
⭐️⭐️ Advanced in Vue
Progressive JavaScript framework for web UIs.
Svelte
📚 Frameworks & Runtimes
⭐️⭐️ Advanced in Svelte
JavaScript framework for building user interfaces.
Django
📚 Frameworks & Runtimes
⭐️⭐️ Advanced in Django
Python web framework for rapid development.
FastAPI
📚 Frameworks & Runtimes
⭐️⭐️ Advanced in FastAPI
Modern Python web framework for APIs.
Flask
📚 Frameworks & Runtimes
⭐️⭐️ Advanced in Flask
Lightweight Python web framework.
Spring Boot
📚 Frameworks & Runtimes
⭐️⭐️ Advanced in Spring Boot
Java framework for building microservices.
Quarkus
📚 Frameworks & Runtimes
⭐️⭐️ Advanced in Quarkus
Kubernetes-native Java framework.
FastMCP
📚 Frameworks & Runtimes
⭐️⭐️ Advanced in FastMCP
High-performance python framework for building AI applications.
Deno
📚 Frameworks & Runtimes
⭐️⭐️ Advanced in Deno
Secure JavaScript and TypeScript runtime.
Bitbucket
💻 Dev Tools & Repositories
⭐️⭐️ Advanced in Bitbucket
Git repository management solution by Atlassian.
Confluence
💻 Dev Tools & Repositories
⭐️⭐️ Advanced in Confluence
Collaboration platform for documentation and knowledge sharing.
Jira
💻 Dev Tools & Repositories
⭐️⭐️ Advanced in Jira
Project and issue tracking software.
GitLab
💻 Dev Tools & Repositories
⭐️⭐️ Advanced in GitLab
Complete DevOps platform with Git repository management.
Figma
💻 Dev Tools & Repositories
⭐️⭐️ Advanced in Figma
Collaborative interface design tool.
IntelliJ IDEA
💻 Dev Tools & Repositories
⭐️⭐️ Advanced in IntelliJ IDEA
Integrated development environment for Java and other languages.
Swagger/OpenAPI
💻 Dev Tools & Repositories
⭐️⭐️ Advanced in Swagger/OpenAPI
Tools for API design, documentation, and testing.
JFrog Artifactory
💻 Dev Tools & Repositories
⭐️⭐️ Advanced in JFrog Artifactory
Universal artifact repository manager.
Sonatype Nexus
💻 Dev Tools & Repositories
⭐️⭐️ Advanced in Sonatype Nexus
Repository manager for binary artifacts.
MCP
💻 Dev Tools & Repositories
⭐️⭐️ Advanced in MCP
Model Context Protocol for AI tool integration.
Copilot
💻 Dev Tools & Repositories
⭐️⭐️ Advanced in Copilot
AI-powered code completion tool by GitHub.
Yarn
📦 Package Managers & Build Tools
⭐️⭐️ Advanced in Yarn
Package manager for JavaScript with improved performance.
Poetry
📦 Package Managers & Build Tools
⭐️⭐️ Advanced in Poetry
Python dependency management and packaging tool.
Gradle
📦 Package Managers & Build Tools
⭐️⭐️ Advanced in Gradle
Build automation tool for multi-language development.
Maven
📦 Package Managers & Build Tools
⭐️⭐️ Advanced in Maven
Build automation and dependency management for Java.
apt
📦 Package Managers & Build Tools
⭐️⭐️ Advanced in apt
Package manager for Debian-based Linux distributions.
dnf
📦 Package Managers & Build Tools
⭐️⭐️ Advanced in dnf
Package manager for Fedora and Red Hat-based systems.
yum
📦 Package Managers & Build Tools
⭐️⭐️ Advanced in yum
Package manager for RPM-based Linux distributions.
pacman
📦 Package Managers & Build Tools
⭐️⭐️ Advanced in pacman
Package manager for Arch Linux.
snap
📦 Package Managers & Build Tools
⭐️⭐️ Advanced in snap
Universal Linux package system.
chocolatey
📦 Package Managers & Build Tools
⭐️⭐️ Advanced in chocolatey
Package manager for Windows.
nix
📦 Package Managers & Build Tools
⭐️⭐️ Advanced in nix
Functional package manager for Unix systems.
Exploratory Testing
🧪 Testing Types & Quality Assurance
⭐️⭐️ Advanced in Exploratory Testing
Unscripted testing work that occurs during a testing engagement.
Load Testing
🧪 Testing Types & Quality Assurance
⭐️⭐️ Advanced in Load Testing
Testing system behavior under normal and peak load conditions.
Performance Testing
🧪 Testing Types & Quality Assurance
⭐️⭐️ Advanced in Performance Testing
Testing to determine how a system performs in terms of responsiveness and stability.
Stress Testing
🧪 Testing Types & Quality Assurance
⭐️⭐️ Advanced in Stress Testing
Testing system behavior under extreme conditions to find breaking points.
Accessibility Testing
🧪 Testing Types & Quality Assurance
⭐️⭐️ Advanced in Accessibility Testing
Testing for compliance with accessibility standards.
Network Performance Benchmark
🧪 Testing Types & Quality Assurance
⭐️⭐️ Advanced in Network Performance Benchmark
Application of techniques and tools to estimate application response time during peak load conditions.
User-Centered Design
🧪 Testing Types & Quality Assurance
⭐️⭐️ Advanced in User-Centered Design
Methodology for shaping products that maximizes user satisfaction and value.
Voice User Interface Design
🧪 Testing Types & Quality Assurance
⭐️⭐️ Advanced in Voice User Interface Design
Designing software-based human-machine interface applications that communicate through voice and/or natural language.
Kanban
📖 Methodologies & Project Management
⭐️⭐️ Advanced in Kanban
Visual method for managing work and workflow.
V-Model
📖 Methodologies & Project Management
⭐️⭐️ Advanced in V-Model
Extension of waterfall model with testing phases.
Waterfall
📖 Methodologies & Project Management
⭐️⭐️ Advanced in Waterfall
Traditional sequential software development model.
Behavior-Driven Development (BDD)
📖 Methodologies & Project Management
⭐️⭐️ Advanced in Behavior-Driven Development (BDD)
Behavior-Driven Development for collaborative requirements definition.
Test-Driven Development (TDD)
📖 Methodologies & Project Management
⭐️⭐️ Advanced in Test-Driven Development (TDD)
Test-Driven Development methodology.
Design Thinking
📖 Methodologies & Project Management
⭐️⭐️ Advanced in Design Thinking
Human-centered approach to innovation and problem-solving.
ITIL
📖 Methodologies & Project Management
⭐️⭐️ Advanced in ITIL
IT Service Management framework.
Product Ownership
📖 Methodologies & Project Management
⭐️⭐️ Advanced in Product Ownership
Role responsible for maximizing product value.
Service Level Management
📖 Methodologies & Project Management
⭐️⭐️ Advanced in Service Level Management
Management of service levels including SLA, SLO, SLI.
Start-Up Methodologies
📖 Methodologies & Project Management
⭐️⭐️ Advanced in Start-Up Methodologies
Lean and agile practices for start-up environments.
Change Management
👔 Business & Leadership
⭐️⭐️ Advanced in Change Management
Managing organizational change and transitions.
Contract Management
👔 Business & Leadership
⭐️⭐️ Advanced in Contract Management
Administration and oversight of contracts.
Customer Success
👔 Business & Leadership
⭐️⭐️ Advanced in Customer Success
Ensuring customer satisfaction and retention.
Delivery Management
👔 Business & Leadership
⭐️⭐️ Advanced in Delivery Management
Oversight of project delivery and implementation.
Engineering & Program Management
👔 Business & Leadership
⭐️⭐️ Advanced in Engineering & Program Management
Management of engineering teams and programs.
M&A Change Management
👔 Business & Leadership
⭐️⭐️ Advanced in M&A Change Management
Management of mergers, acquisitions, and organizational change.
Migration Management
👔 Business & Leadership
⭐️⭐️ Advanced in Migration Management
Planning and execution of system or data migrations.
Post-Sales Professional Services
👔 Business & Leadership
⭐️⭐️ Advanced in Post-Sales Professional Services
Implementation and support after sales.
Pre-Sales Professional Services
👔 Business & Leadership
⭐️⭐️ Advanced in Pre-Sales Professional Services
Technical support for sales and solution design.
RFI/RFQ/RFP
👔 Business & Leadership
⭐️⭐️ Advanced in RFI/RFQ/RFP
Request for Information / Quote/ Proposal processes.
Sales & Cost Management
👔 Business & Leadership
⭐️⭐️ Advanced in Sales & Cost Management
Management of sales processes and cost control.
Sales Enablement
👔 Business & Leadership
⭐️⭐️ Advanced in Sales Enablement
Providing sales teams with the tools and resources they need.
Sales Operations
👔 Business & Leadership
⭐️⭐️ Advanced in Sales Operations
Managing sales processes and operations.
Solution Architecture (Pre-Sales)
👔 Business & Leadership
⭐️⭐️ Advanced in Solution Architecture (Pre-Sales)
Technical solution design for sales opportunities.
Statement of Work (SOW) Development
👔 Business & Leadership
⭐️⭐️ Advanced in Statement of Work (SOW) Development
Creating detailed project scope and deliverables.
Master Service Agreement (MSA) Development
👔 Business & Leadership
⭐️⭐️ Advanced in Master Service Agreement (MSA) Development
Drafting overarching service agreements.
Stakeholder, Partner & Vendor Management
👔 Business & Leadership
⭐️⭐️ Advanced in Stakeholder, Partner & Vendor Management
Management of relationships with stakeholders and partners.
Communication
👥 Soft Skills
⭐️⭐️ Advanced in Communication
Clear and effective exchange of information.
Mentoring
👥 Soft Skills
⭐️⭐️ Advanced in Mentoring
Guiding and supporting others' professional development.
Project Management
👥 Soft Skills
⭐️⭐️ Advanced in Project Management
Planning, executing, and controlling projects.
Stakeholder Management
👥 Soft Skills
⭐️⭐️ Advanced in Stakeholder Management
Managing relationships with project stakeholders.
Tech Presentations
👥 Soft Skills
⭐️⭐️ Advanced in Tech Presentations
Presenting technical concepts to various audiences.
Time Management
👥 Soft Skills
⭐️⭐️ Advanced in Time Management
Efficient use of time and prioritization of tasks.
HAX
🎨 User Experience & Interaction Design
⭐️⭐️ Advanced in HAX
Human-centered AI eXperiences for building inclusive AI applications.
Google HAX Best Practices
🎨 User Experience & Interaction Design
⭐️⭐️ Advanced in Google HAX Best Practices
Recommendations for building inclusive and user-friendly experiences.
Unreal Engine
🎨 User Experience & Interaction Design
⭐️⭐️ Advanced in Unreal Engine
Open-source videogame engine.
Interaction Design
🎨 User Experience & Interaction Design
⭐️⭐️ Advanced in Interaction Design
The business processes and systems design which enable a user or group to access, interact, and affect digital or analog systems or processes using an application, or device or tool is interactive design.
User Experience Design
🎨 User Experience & Interaction Design
⭐️⭐️ Advanced in User Experience Design
Process of designing and providing solutions to people's problems
User Interface Design
🎨 User Experience & Interaction Design
⭐️⭐️ Advanced in User Interface Design
Process of designing the graphical user interfaces (the look and feel).
User Interaction Design
🎨 User Experience & Interaction Design
⭐️⭐️ Advanced in User Interaction Design
Process of designing the interaction inputs, components, such as forms, buttons, links, interaction outputs, and message prompts.
User Journey
🎨 User Experience & Interaction Design
⭐️⭐️ Advanced in User Journey
Presentation a potential user progress typically through multiple touchpoints before taking a desired action.
Accessibility Measurement KPIs
🎨 User Experience & Interaction Design
⭐️⭐️ Advanced in Accessibility Measurement KPIs
Observability tools that provide visibility into the performance of entire features.
Web Performance Metrics
🎨 User Experience & Interaction Design
⭐️⭐️ Advanced in Web Performance Metrics
Numerical values that tell us something, and we want to make them better.
Linode/Akamai Cloud Computing
☁️ Cloud Platforms
⭐️ Intermediate in Linode/Akamai Cloud Computing
High-performance cloud computing with global edge network integration.
Vultr
☁️ Cloud Platforms
⭐️ Intermediate in Vultr
High-performance cloud computing with global presence and competitive pricing.
Netlify
☁️ Cloud Platforms
⭐️ Intermediate in Netlify
Modern development platform for Jamstack sites with advanced DevOps workflows.
Render
☁️ Cloud Platforms
⭐️ Intermediate in Render
Simple cloud platform for deploying web services, static sites, and databases.
Cypress
🔧 DevOps & CI/CD
⭐️ Intermediate in Cypress
End-to-end testing framework for web applications.
ISO/IEC 13485
🛡️ Governance, Security & Compliance
⭐️ Intermediate in ISO/IEC 13485
Medical Devices – Quality Management Systems.
ISO/IEC 62304
🛡️ Governance, Security & Compliance
⭐️ Intermediate in ISO/IEC 62304
Medical Device Software – Software Life Cycle Processes.
Zabbix
⚡ Monitoring & Observability
⭐️ Intermediate in Zabbix
Open-source monitoring solution for networks and applications.
New Relic
⚡ Monitoring & Observability
⭐️ Intermediate in New Relic
Application performance monitoring and observability platform.
Sentry
⚡ Monitoring & Observability
⭐️ Intermediate in Sentry
Error tracking and performance monitoring for applications.
Rust
💻 Programming Languages
⭐️ Intermediate in Rust
Systems programming language focused on safety and performance.
Kotlin
💻 Programming Languages
⭐️ Intermediate in Kotlin
Modern programming language for JVM and Android development.
Ruby
💻 Programming Languages
⭐️ Intermediate in Ruby
Dynamic, object-oriented programming language.
HL7
🗄️ Databases & Data Platforms
⭐️ Intermediate in HL7
Health Level Seven International standards for healthcare data exchange (with FHIR)
MQ (RabbitMQ)
💬 Messaging & Event Streaming
⭐️ Intermediate in MQ (RabbitMQ)
Open-source message broker framework.
Active Learning
🧠 AI & MLOps
⭐️ Intermediate in Active Learning
ML technique using human feedback to improve model performance.
Anomaly Detection
🧠 AI & MLOps
⭐️ Intermediate in Anomaly Detection
Techniques for identifying unusual patterns in data.
Feature Engineering
🧠 AI & MLOps
⭐️ Intermediate in Feature Engineering
Process of creating features for ML models.
Hyperparameter Tuning
🧠 AI & MLOps
⭐️ Intermediate in Hyperparameter Tuning
Optimization of model hyperparameters.
Inference Engineering
🧠 AI & MLOps
⭐️ Intermediate in Inference Engineering
Optimization of ML model inference performance.
Supervised Learning
🧠 AI & MLOps
⭐️ Intermediate in Supervised Learning
ML paradigm using labeled training data.
Unsupervised Learning
🧠 AI & MLOps
⭐️ Intermediate in Unsupervised Learning
ML techniques for unlabeled data analysis.
llama.cpp
🧠 AI Inference Engines & Formats
⭐️ Intermediate in llama.cpp
C/C++ library for efficient local LLM inference on standard hardware without external dependencies.
GPTQ
🧠 AI Inference Engines & Formats
⭐️ Intermediate in GPTQ
Quantization format optimized for fast inference on GPUs.
AWQ
🧠 AI Inference Engines & Formats
⭐️ Intermediate in AWQ
GPU quantization format balancing speed and accuracy by protecting weights.
EXL2
🧠 AI Inference Engines & Formats
⭐️ Intermediate in EXL2
Advanced GPU inference format, evolution of GPTQ and AWQ.
PyTorch (bin/pth)
🧠 AI Inference Engines & Formats
⭐️ Intermediate in PyTorch (bin/pth)
PyTorch framework format for unquantized models.
TensorFlow (pb)
🧠 AI Inference Engines & Formats
⭐️ Intermediate in TensorFlow (pb)
TensorFlow framework format for unquantized models.
ONNX
🧠 AI Inference Engines & Formats
⭐️ Intermediate in ONNX
Open standard for machine learning interoperability across frameworks.
Safetensors
🧠 AI Inference Engines & Formats
⭐️ Intermediate in Safetensors
Safe and fast format for storing model tensors, often for unquantized models.
HDF5
🧠 AI Inference Engines & Formats
⭐️ Intermediate in HDF5
Hierarchical format for storing large datasets, often used with Keras for model weights.
Functional Programming
🌿 Core Development & Design Patterns
⭐️ Intermediate in Functional Programming
Programming paradigm treating computation as the evaluation of mathematical functions.
Procedural Programming
🌿 Core Development & Design Patterns
⭐️ Intermediate in Procedural Programming
Programming paradigm based on procedure calls.
.NET
📚 Frameworks & Runtimes
⭐️ Intermediate in .NET
Software framework for building various applications.
Unity
🎨 User Experience & Interaction Design
⭐️ Intermediate in Unity
Real-time interactive application development platform.

🎖️ Certifications

AZ-305 Microsoft Certified: Azure Solutions Architect Expert logo

AZ-305 Microsoft Certified: Azure Solutions Architect Expert

Credential ID: 94EECF9FD93664D7

Certification number: 1CY4C3-6CD13F

Renewed on: September 2025

View Certificate
AZ-104 Microsoft Certified: Azure Administrator Associate logo

AZ-104 Microsoft Certified: Azure Administrator Associate

Credential ID: 8A4B34D183B17C91

Certification number: 1B1714-U17F15

Renewed on: August 2025

View Certificate
AZ-900 Microsoft Certified: Azure Fundamentals logo

AZ-900 Microsoft Certified: Azure Fundamentals

Credential ID: 7CD3DB3A4B7F3F79

Certification number: 2EF0F4-47K624

Renewed on: July 2025

View Certificate

🤝 Trusted By Industry Leaders

I've had the privilege of working with leading technology companies.

📁 Projects & Collaborations

Projects that demonstrate my work in cloud architecture, automation, and operational excellence.

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📝 Blog & Insights

I share insights, best practices, and hands-on experiences from the world of cloud computing and IT architecture.

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Meraǵ Nokhiz

Sn. Cloud Systems Architect & DevOps, MLOps, SRE Innovator

Passionate about designing and implementing cutting-edge cloud solutions that drive business transformation and operational excellence.

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B. Eng. 👨‍🎓 Industrial Engineering @ TH Köln logo

B. Eng. 👨‍🎓 Industrial Engineering @ TH Köln

04.2011 – 04.2015

I studied Industrial Engineering at TH Köln with a focus on both engineering and management. During my studies, I gained practical experience through various internships and worked as a startup coach, tutor, and mentor for new students. Since my youth, I have had a strong passion for technology, which led me to start coding while supporting participants at startup events who needed help with software-related tasks.

M. Sc. 👨‍🎓 Business Administration & Engineering @ HTW Berlin logo

M. Sc. 👨‍🎓 Business Administration & Engineering @ HTW Berlin

04.2016 – 04.2018

I completed my Master of Science in Business Administration and Engineering at HTW Berlin with a specialization in innovation and product management. During my studies, I focused on the intersection of technology and business, worked as a startup coach supporting early-stage founders, wrote my master’s thesis on BPMN 2.0, and continued to strengthen my IT and backend development skills through independent projects.

StartUp Coaching @ START e.V. Berlin logo

StartUp Coaching @ START e.V. Berlin

04.2016 – 04.2017

At START e.V. Berlin, I worked as a Start-Up Coach. I actively cultivated entrepreneurial thinking by facilitating connections and collaborations among Berlin's vibrant ecosystem of universities, startups, venture capitalists, and corporate entities.

Work & Travel in Sydney, Australia logo

Work & Travel in Sydney, Australia

01.2019 – 01.2020

During my time in Australia, I had the chance to immerse myself in the stunning landscapes while also embracing hands-on work as a tradesman. In this role, I engaged in diverse tasks such as carpentry, joinery, gardening etc, enriching my skill set and contributing.

Practical Study & Training in Meditation, Akupunktur & Chi Gong (TCM) logo

Practical Study & Training in Meditation, Akupunktur & Chi Gong (TCM)

01.2025 – 07.2025

Focused on personal development through meditation, acupuncture and Chi Gong practices. A time for reflection and holistic well-being.

Tutor for Mechanics & Mentor for Beginners @ TH Köln logo

Tutor for Mechanics & Mentor for Beginners @ TH Köln

09.2012 – 08.2013

As a tutor for Mechanics I & II and a mentor for first-year students at TH Köln, I am committed to fostering a supportive and engaging learning environment. I assist students in grasping complex mechanical concepts and provide guidance to help them navigate their initial academic journey successfully.

Startup Coaching @ STARTPLATZ in Cologne logo

Startup Coaching @ STARTPLATZ in Cologne

04.2014 – 04.2016

At Startplatz GmbH, I worked as a Start-Up Coach, facilitating immersive 54-hour Start-Up Weekends. These meticulously designed events provided comprehensive experiential education tailored to entrepreneurs from various backgrounds, whether technical or non-technical.

Certification in Microsoft Azure logo

Certification in Microsoft Azure

07.2025 – 09.2025

Completed advanced certification in Microsoft Azure to underline expertise in cloud architecture and services: - AZ-900 - Microsoft Azure Fundamentals - AZ-104 - Microsoft Azure Administrator - AZ-305 - Designing Microsoft Azure Infrastructure Solutions.

Technical Sales Consultant @ KUKA Roboter in Augsburg logo

Technical Sales Consultant @ KUKA Roboter in Augsburg

10.2013 – 04.2014

At KUKA, a leading provider of industrial robotics solutions, I was responsible for selling a broad portfolio of industrial robots tailored to diverse operational requirements. My role included advising clients on selecting robots with the appropriate capacities, reaches, and configurations to best support their specific applications.

IT-Project Manager @ HiQ Project GmbH in Cologne logo

IT-Project Manager @ HiQ Project GmbH in Cologne

04.2015 – 04.2016

At HIQ Projects, I specialized in IT project management, requirements management, and operational implementation. I provided personalized consulting services to ensure the success of each project, collaborating closely with customers to tailor solutions to their specific needs.

Business Process Analysis @ EAW Relaistechnik in Berlin logo

Business Process Analysis @ EAW Relaistechnik in Berlin

09.2017 – 04.2018

At EAW, I specialized in the development, production, and distribution of business processes in a producing factory. I spearheaded a masters thesis project aimed at optimizing operational business processes through the implementation of BPMN 2.0 analysis.

Java Engineer @ Inspired Consulting in Cologne logo

Java Engineer @ Inspired Consulting in Cologne

06.2020 – 01.2021

Inspired, a dynamic software development consulting company, was on the lookout for a talented software developer well-versed in Java and Spring Boot. We aimed to expedite customer projects development and needed the right expertise to achieve their goals.

Coach & Engineer @ Startups in Munich / Remote logo

Coach & Engineer @ Startups in Munich / Remote

01.2021 – 03.2021

As a Coach & Engineer, I provided strategic guidance on design thinking and contributed to the development of multiple startups. I focused on creating intuitive applications to enhance their online presence and optimized sales processes for efficiency.

Cloud Architect @ BMW Group in Munich - via HAYS logo

Cloud Architect @ BMW Group in Munich - via HAYS

03.2021 – 11.2022

In BMWs division Customer Touchpoint @ Retail, we focus on creating user-friendly applications for dealerships, agencies, partners, end-customers, and various interfaces. Our goal is to enhance the customer experience across all touchpoints, employing innovative solutions and strategies.

Senior Cloud • MLOps Engineer @ ZEISS in Munich logo

Senior Cloud • MLOps Engineer @ ZEISS in Munich

11.2022 – 08.2023

In the medical AI R&D department of ZEISS Meditec, I was responsible for the infrastructure for the training and production of algorithms for medical devices. Various AI algorithms, their inference application as well as cloud and on premise platforms were developed here. My focus was on cloud architecture, MLOps pipelines, and the automation of infrastructure as code using Terraform and CI/CD with GitHub Actions.

Cloud Systems Architect @ EPAM Systems, Remote logo

Cloud Systems Architect @ EPAM Systems, Remote

09.2023 – 11.2024

As Cloud Systems Architect at EPAM, a leading international company, I engage extensively with clients to deliver top-notch consultation. My role involves direct interaction with a diverse clientele, where I provide tailored guidance and solutions in cloud platform architecture.

Senior Cloud Architect @ Freelance logo

Senior Cloud Architect @ Freelance

06.2025 – 12.2025

As a Freelance Senior Cloud Architect, I specialize in designing and implementing robust cloud solutions tailored to client needs. My expertise spans various cloud platforms, ensuring scalable and secure architectures that drive business success.

Future Plans & Adventures logo

Future Plans & Adventures

01.2026 – 12.2027

Looking ahead, I am excited about the opportunities and challenges that lie ahead. Whether it's advancing my career, exploring new technologies, or embarking on personal growth journeys, I am committed to continuous learning and making a positive impact in both my professional and personal life.

📦 My Services

I offer a range of cloud computing services designed to help businesses leverage the power of the cloud. From architecture design to migration and optimization, my services are tailored to meet your unique needs.

📞 Let's collaborate or talk tech.

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🇩🇪 German Residential in
🌍 Global Reach

Available for remote collaboration worldwide. Experienced in distributed teams across multiple time zones.

Remote-first, global collaboration ready