OPEN FOR CONSULTING
ARCHITECTURE
AI & DATA
FOR BUSINESS.
I'm a Solution Architect connecting the world of technology with business goals. I design scalable AI systems, data pipelines, and modern software.
10+Years in IT
CloudCloud Native
AIAI Driven
whoami.json
{
"name": "Adrian",
"role": "Solution Architect",
"origins": {
"first_code": "Pascal (age 10)",
"motivation": "Analytics > Coding"
},
"mission": "Quality & Performance",
"stack": [
"Python", "SQL",
"Cloud Infrastructure",
"ETL/ELT Pipelines"
],
"status": "Building Byteway...|"
}Technology Stack
PYTHONPYTORCHAWS/AZUREDOCKERKUBERNETESSQL/NoSQL
AREAS OF EXPERTISE
Projects →Solution Architecture
I connect the dots between business requirements and IT. I design secure and scalable system architectures.
AI & Data Engineering
LLM model deployment, RAG systems, real-time data processing, ETL/ELT pipelines.
Custom Development
Programming critical system modules. Python, Go, TypeScript. Code quality and performance first.
KNOWLEDGE BASE & INSIGHTS
View Blog →
Python
Virtual Environments and Dependency Management in Python: From venv to Poetry
Learn how to professionally manage dependencies and environments in Python. We compare the classic venv and pip duo with modern Poetry, showing how to ensure reproducible builds in a team.

Artificial Intelligence
How to Write ChatGPT Prompts That Actually Work: Meet the R-C-K-F Framework
December 20, 2025
Artificial Intelligence
ChatGPT Demystified: What It Is and How to Actually Use It in Daily Work
December 12, 2025
Programming
AI Agent Architecture Under the Microscope: From the PDA Loop to the BDI Model and Design Patterns
December 2, 2025
Artificial Intelligence
Deep Learning without Magic: How Deep Neural Networks Really Work
November 24, 2025Let's work together
Ready to get started?
Got something I could help with? Get in touch — happy to share what I know.
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