Special Feature • Master's Thesis
Designing and evaluating a structured Knowledge Graph retrieval layer to replace flat vector-based RAG in CeCaS, a pipeline generating Ecore and OCL safety case code from UN Regulation 152. Benchmarking against RegulaRAG and HippoRAG.
A community platform for a non-profit salsa school with 60+ active users. Built with Supabase (Postgres, RLS, Edge Functions) and React 19/TypeScript on Vercel. Features credit ledger accounting, booking waitlists, and an interactive dance prerequisite graph.
Designed the RAG and generative AI subsystem for an intelligent course material assistant. LangChain microservice with document embedding, Weaviate vector database, and integrations with cloud and local LLMs.
Full-stack AI-powered travel journal assistant integrating React, FastAPI, PostgreSQL, and Docker. Led GenAI vision microservice for automated photo analysis and timeline creation.
A framework designed to reduce manual effort in transitioning research-stage software tools to professional production applications using LLM models (Python and Gemini).
Research project investigating resolution differences and state-of-the-art segmentation techniques on 3D medical images using PyTorch, Deep Learning, and nnU-Net.