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work

a log of what i'm building, contributing to, and learning in public.

oss contributions

* selected highlights. full history available on github.

projects & experiments

June

2026

an open-source, local-first ai assistant for linux. it reads your screen through the accessibility bus, transcribes your meetings on-device with whisper.cpp, and turns whatever you promised on a call into a task. bring your own brain (gemini, claude, or chatgpt), everything else stays on your machine.

Spotter

2026

a frozen robot policy does pick-and-place in mujoco while a 3-agent gemma 4 pipeline on Cerebras watches for failures and rewrites its instructions mid-episode. Cerebras inference is fast enough (2-4s for all three agents) to correct the robot while the episode is still running. built solo in 24 hours.

Chronocept

2024-2025

humans have a 6th (or 7th) sense called chronoception, an intuition for perceiving time. we tried to give that to machines. accepted at EACL SRW 2026.

shape-builder

2025

an extension for Meshery's Infrastructure-as-a-Design service, allows users to define custom topology for their infrastructure designs. Custom-made for Kanvas.