Transforming complex business logic into performant code — from sensor to dashboard.
I design and build robust, scalable IT solutions guided by a clear "Open Source first" philosophy. My passion lies in building data pipelines that deliver real value to the end-user, creating end-to-end systems from sensor to dashboard (IIoT).
| 📊 Data Science & AI | ⚙️ Backend & Engineering |
|---|---|
| ML & Stats: Python (Pandas, Scikit-learn, LightGBM) GenAI: Google Gemini, RAG Systems, Vectorization BI: Power BI (DAX, Custom Visuals) |
Core: Python (FastAPI), Prefect (Orchestration) Data Store: PostgreSQL, PostGIS, TimescaleDB, Redis Enterprise: SAP Integration, Abacus ERP |
| ☁️ Cloud & Security | 💻 Frontend & Web |
| Platform: Azure (Data Eng. Assoc.), GCP (Cloud Run) Security: Keycloak (IAM/SSO) |
Frameworks: React (TypeScript), Next.js, Astro Focus: Operational BI & Integrated Workflows |
- 🏗️ Architecture: Building a secure, service-oriented IT architecture from the ground up.
- 🧠 RAG Systems: Developing custom extraction logic for intelligent knowledge bases.
- ⚙️ Orchestration: Automating and optimizing 40+ distinct data pipelines.
- 🦀 Rust: For high-performance, memory-safe systems programming.
- 🚀 Astro: For building modern, content-focused web platforms.
- ⚛️ Next.js: For complex full-stack applications with server-side rendering.

