- 🌱 Currently working as a FullStack Developer at Visma, shipping generative AI features into production with OpenAI, RAG pipelines, and MCP servers.
- 🤖 Passionate about AI Engineering — from embeddings and vector search to multimodal pipelines.
- 💬 Ask me about LLMs, prompt engineering, NestJS, or React.
- 🍕 Fueled by movies, pizza, and coffee.
FullStack Developer at Visma – Mandü, building and maintaining web applications with TypeScript, NestJS, React and Angular — also integrating generative AI features into production using the OpenAI API.
| Project | Description | Stack |
|---|---|---|
| 🎓 Commupics | Mobile app to support communication for children with ASD. GPT-4 Vision maps real photos to ARASAAC pictograms (+11,500 symbols) with API fallback. Bachelor's thesis. 🎥 Watch the presentation | GPT-4 Vision · ARASAAC API · Multimodal |
| 💬 Customer Feedback | Full RAG pipeline: Excel/CSV ingestion, semantic embeddings, FAISS vector search, and Claude-powered synthesis. Includes a custom MCP server with 6 tools for Claude Code CLI. | Python · FAISS · Claude API · MCP |
| 🛋️ Furniture Recommender | Semantic product recommender over a catalog of +500 furniture items. Embeddings + cosine similarity + OpenAI for commercial-style responses. | FastAPI · OpenAI · Embeddings |
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