Anca M.

I build and fix web apps with React, Python and FastAPI, and I add AI features to existing products. Typical work: Adding AI features (chat, scoring, summarisation, search) to an app that already works Integrating third-party APIs and making them fail gracefully Debugging backends that are slow, flaky or half-working Taking over a codebase and shipping features steadily I have 7+ years in web development and security engineering. Right now I’m building the Python backend for an AI/bot product. My background is in bot detection and API security, so I think about abuse, permissions, user data and failed requests from the start, not after launch. To get started, send me: what the app does, what’s broken or missing, and your stack. I’ll reply with a proposed first step and a rough estimate.