Building practical AI applications, reliable retrieval systems and modern Python backends.

I'm an AI-focused Python Backend Developer based in Germany, building software at the intersection of backend engineering and applied AI.

My recent work includes developing and evaluating a multilingual RAG system for real-world market documents, working with vector search, embeddings, LLM integration, retrieval evaluation and source-grounded answer generation.

I enjoy going beyond AI demos and turning ideas into structured, testable and useful software.

Jul 2026 — Sep 2026 · 320 hours

Developed and evaluated a multilingual RAG retrieval system for agricultural market research, focusing on retrieval quality, multilingual search, time-aware retrieval and reliable source-grounded AI answers.

Key areas:

Python · RAG · Qdrant · E5 Embeddings · LLMs · Retrieval Evaluation · Vector Search

• Developed and evaluated multilingual retrieval over real-world market documents
• Built systematic retrieval evaluations using rank-based metrics and negative test cases
• Implemented time-aware retrieval using document-level reference dates
• Evaluated multiple retrieval strategies against controlled benchmarks
• Audited PDF extraction quality across a real-world document corpus

MSIT – Master School Institute of Technology

Completed Sep 16, 2026 · 56 weeks · 3,000 teaching hours

Completed a 56-week project-based Software Engineering program specialising in AI Engineering, progressing from Python backend development, APIs and databases to LLMs, RAG and applied AI systems.

The program concluded with a 320-hour AI Engineering internship focused on real-world retrieval and RAG systems.

AI-powered document intelligence & RAG platform

Conversational search across PDF, DOCX, CSV and TXT documents using semantic retrieval and source-grounded AI responses.

Stack

Python · FastAPI · OpenAI API · Qdrant · SQLAlchemy · RAG

➡️ View InsightAI on GitHub

AI-powered career intelligence platform

Analyzes resumes, portfolios, GitHub repositories, LinkedIn profiles and interview performance to generate personalized feedback and career roadmaps.

Stack

Python · FastAPI · React · PostgreSQL · OpenAI API

➡️ View Launchly on GitHub

Subscription & contract management platform

Manages subscriptions and contracts with reminder workflows, cancellation tracking, savings recommendations and AI-assisted cancellation support.

Stack

Python · FastAPI · SQLAlchemy · OpenAI API · SQLite

➡️ View SubPilot on GitHub

I'm currently deepening my experience in:

• 🔎 Reliable RAG & retrieval systems
• 🐍 Python & FastAPI backend engineering
• 🤖 LLM integration and structured AI workflows
• 🧪 Retrieval evaluation and source-grounded AI
• 🏗️ Building maintainable AI applications for real-world use

I'm interested in opportunities around AI Engineering, Python Backend Development, RAG and LLM applications.

Building practical AI systems with a focus on backend engineering, retrieval, and real-world reliability. 💡