Post by Raafi Riyaz

I am grateful for an invite to attend MongoDB Agentic Evolution Hackathon (London), yesterday, one of the biggest hackathon with a staggering pricepool of £15,000, sponsored by leading companies like ElevenLabs, Amazon Web Services (AWS), NVIDIA, LiveKit. I am pleased to share that I received an Honourable Mention for my project. I missed being a finalists — but out of ~200 participants and ~60 submitted projects, being the only solo developer to secure a title… I’ll take that : ) ! I built MediMind — a voice-first coordination assistant for clinical operations (never diagnosis, never medical advice). Hospitals are like huge systems run by people. When something unexpected happens, things get messy, lots of calls, remembering who to contact, and doing things one by one. And in those moments — we panic. Humans do. Steps in MediMind: You speak → it listens → figures out what to do → and helps coordinate everything. And the important part: It learns. No need to update it manually. No waiting on engineers. It improves by itself. In critical situations, it can do something powerful: It can call multiple people at the same time, talk to them, collect their responses, and adjust what it does next — all in real time. That kind of response isn’t just convenient — it could potentially save a human life. Thank you Jesse Hall, Adam Wong and other judges for recognising the project. The Bigger Question, "MediMind : can it help save human lives?" A special thanks to all the organisers and sponsors for providing access to make this possible, and for boosting London's AI ecosystem.

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