What I’m looking for
I’m most interested in senior full-stack, AI product, developer tooling, and research-engineering roles. The best fit is a team building tools that help people create, understand, and evaluate AI systems.
I’m strongest where product engineering meets model behavior: React and TypeScript interfaces, Python services, production ML workflows, evaluation harnesses, and writing that explains the whole thing clearly.
Open to (US)
Boulder · Mountain View · New York · San Francisco · San Jose · Seattle · remote
Open to (Canada)
Toronto · Montreal · Vancouver · Winnipeg · Edmonton · remote
Most relevant work
Production COVID-19 diagnostics at Gravity Diagnostics. A five-network ensemble read PCR curves in the browser, with zero reported errors across a million-plus diagnoses.
A controlled study of when RL with verifiable rewards actually helps a small model reason over structured data, run on NFL box scores on a single GPU. It amplifies a weak base where the answer is already reachable, and hits a hard wall on multi-step arithmetic.
An open-source SVG charting library, about 13KB gzipped with zero dependencies, that renders on the server and targets WCAG AA. Eight chart types, wrappers for React, Vue, and Svelte, and an MCP server so an agent can build a chart from a spec.
Full-stack on MyLife, the member platform behind CareSource — a nonprofit managed-care organization serving more than two million members. A Remix PWA, and a ticket-duty fix that cut the support queue by ~90%.
A live platform for NFL Draft enthusiasts, built around scouting workflows and free of ads and gambling. Its standout is a Discord bot that runs full mock drafts natively in a server.
Reach me at riel.stamand@gmail.com.