Every hackathon I've built at, wins and all. The problem, the grind, and the weekend behind each one.
JUN 2026 · European Hackathon League 2026 · Round 2, Paris
Draw an empty apartment shell, get back a complete, labelled room layout. On an unsolved benchmark we mapped the whole solution space: twelve models across five generative families, trained from scratch on an AMD MI300X.
JUN 2026 · Energy Hack Munich · E.ON track
A grid-operations copilot where the model never touches the physics: an LLM narrates, a real power-flow solver decides.
APR 2026 · TUM.ai Makeathon 2026 · osapiens track
Detecting post-2020 deforestation from Sentinel-1 and Sentinel-2 imagery fused with AlphaEarth embeddings.
MAR 2026 · TUM.ai x Unite · Data Mining Hackathon
A deterministic pipeline that normalized 7.86M unstructured German catalog fields into a fixed taxonomy in about five minutes at zero API cost, then a core-demand predictor that topped the leaderboard on the cleaned data.
