Matrix AE: computer vision and agentic automation from Riyadh

Hi, I'm Fahad Ramzan, founder and CEO of Matrix AE, based in Riyadh. I work across computer vision, deep learning, data analytics, and agentic AI automation, and I try to build end-to-end, from data and models through to a working app.

Some of the work I've shared publicly is a voice agent I built for the AssemblyAI Voice Agent Hackathon and an Electron desktop app that counts ice blocks. My stack includes Claude, Gemini, and Cursor for building, LangGraph for agent workflows, Supabase and Vercel for backend and deployment, and ElevenLabs for voice.

I'm still working out which of these pieces can become a repeatable product rather than one-off builds. I'd love feedback from people who have taken agent systems from prototype to production, especially on how you handled evaluation and reliability. Feel free to message me or connect on LinkedIn.