Projects

Income guarantees for gig workers that adapt every three minutes, matched against orders with a fairness-aware cost function.

A Shopify operations copilot where the model plans and deterministic Python executes. Every write is gated behind a human approval it cannot route around.

Full-stack commerce platform for the Nepali market: NPR pricing, connectIPS payments in progress, typo-tolerant Postgres search, and an admin panel scoped to the website rather than the business.

Renders a LangGraph topology in the browser with no code changes and no LangSmith account. Published on PyPI as a v0.1 walking skeleton.

Hackathon prototype from Cursor × eVoost at Hub71. A FastAPI intelligence microservice for real estate: deterministic property and district rankings, semantic search over OpenStreetMap amenity data, and an LLM layer that only explains and routes rather than computes.

An audit tool for EEG pipelines that catches the most common way a brain-decoding result is accidentally inflated: the same subject appearing on both sides of the split.

Three CNNs averaged over 5,863 chest X-rays, with Grad-CAM heatmaps so a radiologist can see what the model looked at.

Static, markdown-backed, edited from the browser. No database, because nothing here changes without me.

An interpretability study asking whether a transformer's internal representation wanders unnecessarily on the way to an answer, and whether that slack could be exploited for cheaper inference. It couldn't: the wandering turned out to be load-bearing.