Full-stack product builds owned end-to-end. Over the last two years I've shipped web platforms where I built both sides of the stack Next.js frontends and Node/FastAPI backends and carried them through to production. The most representative work is at AccelTop: a generative-AI research platform for medical practitioners and an orthopedic LMS that ran a state-wide exam, both built end-to-end by me, plus a multi-tenant B2B LMS I architected that's pre-launch.

The common thread is ownership past the code, I handled the auth, payments, AI/RAG pipeline, deployment, and the scaling and cost decisions, like raising exam-day capacity from ~300 to 1000+ concurrent users and cutting hosting costs ~78% by moving off EC2 to a Dockerized VPS. Before that, at Firebrand Labs, I shipped a multi-role recruitment platform and a custom CMS, which is where I moved from frontend-heavy work into full-stack ownership.