Semantic search over spoken-word audio + query podcasts by meaning and jump to the exact moment w/ word-level tracking.

Edge ML for driving behavior + a ~5k params Convolutional Neural Network that classifies 9 driving events from IMU data on an ESP32, fed by the KatEye data-collection pipeline.

Geostatistical MCMC inversion of subglacial topography — exploring radar, velocity, and mass-balance fields to reconstruct realistic, mass-conserving beds beneath the Bindschadler & MacAyeal ice streams.

My first hackathon project (HackMIT) + real-time AR that streams a medic's field of view to a remote surgeon who can annotate it live and talk them through high-stakes procedures.