
Notes from building - Anything and Everything. Each tagged with how settled it is.
Each card opens its GitHub repo, where the README breaks down the build.
Mechanistic interpretability for medical LLMs (Gemma 3) — surfacing 15+ SAE feature activations with live uncertainty & harmfulness tracking during inference.
Open dossier →AI exoplanet detection on NASA Kepler data, >90% accuracy. Won Best Use of NASA Data and advanced to the global NASA stage.
Open dossier →End-to-end IoT + ML robotics with real-time control, >90% accuracy. 1st place overall at Ohio's largest hackathon (800+ participants).
Open dossier →IoT monitoring at 1,000+ daily data points with ML yield forecasting — 20% crop-yield gain, Tableau dashboards, peer-reviewed findings.
Open dossier →Building
something?
Open to AI / ML & Data engineering opportunities and interesting collaborations. Tell me what you're building.
siddish@mail.uc.edu