Projects
Floodgates soon to open.
Research
- CS239: Adaptive Thinking A Streamlit chat that adapts Claude’s thinking budget to query complexity in real time — debounced complexity scoring as you type, routed across three thinking tiers. Built for CS239 the moment Anthropic first exposed the thinking parameter on Claude 3.7, over a year before adaptive thinking became the default on Opus 4.7.
- CLIP Explainability Study Studied how CLIP’s learned representations shift across pre-training dataset scales — attention heatmaps and image-classification benchmarks to characterize how data scale shapes representation quality.
Art
- Floravenge An overgrown alley at night, strung with lights, as a million drifting grains: one generated image, given depth by MoGe-2, coming loose in slow swirls of curl noise.
- Last Light Santa Monica Bay at the current minute, rebuilt as a million GPU particles in the manner of three-ml-sharp: single-scattering sky, Gerstner waves with Cox–Munk sun glitter, and clouds, wind and haze from live LA weather.
- Ascii Horizon A real-time animated ASCII sunset rendered on an OffscreenCanvas worker, with a DOM renderer as fallback. Waves, sun glitter, moon phase and stars driven by LA local time and live weather. The personality glue holding the rest of this site together.