- research (indic llms) @ jadavpur university
- ex - design partner @ unify ai (yc w23)
- ex - humanoid robotics @ heritage institute of technology
- arc-agi3-world-models - agents that learn the hidden rules of arc-agi-3 games from building world models.
- butterflygate - an O(n log n) replacement for self-attention, with measured speedups on gemma and llama.
- resonatorlm-audit - an independent replication of resonatorlm showing it is a diagonal state-space model.
- reasontrace - a visual debugger for agent traces and failure analysis.
- chromeclaw - a browser agent with safety gates, replayable traces, and deterministic evals.
- casca - a screenshot-driven desktop agent with typed actions and dry runs.
- sefai - a rust CLI for running GGUF models locally with explicit GPU offload.
- parareport - turns multilingual kolkata civic reports into department-ready complaints.
- cutetuner - an on-device vocal tuning studio with A/B previews.
- lifesim - monte carlo simulation of life-planning trade-offs, with explicit uncertainty.
- stockfih - chess analysis with Stockfish and grounded natural-language coaching.
- unify-agent - merged a fix so sharepoint uploads reject malformed Base64 instead of corrupting files.
- activity-frames - open PR making captured text opt-in, as the project's README promises.