Six teams. Six working products shipped in three weeks. Every project was selected by the team itself, scoped against a problem they have lived, and built from scratch.
The projects below aren't slides or screenshots — they're the actual prototypes the teams built and shipped on Demo Day. Click any one to try the live interface. Most run entirely in your browser.
A real-time market price feed for Accra fishermen, delivered over SMS and WhatsApp so they can negotiate fairly before reaching the shore. Two-sided marketplace with a working SMS bot.
A multilingual WhatsApp companion that sends antenatal reminders, answers questions, and escalates emergencies — in Twi, Ga, or English. Trained on WHO 8-contact ANC protocol.
A peer-to-peer tutoring matcher pairing JHS students with strong SHS tutors. Features a transparent, weighted matching algorithm and BECE-aware curriculum tracking.
A geotagged sanitation reporting platform built in partnership with the Ledzokuku Municipal Assembly, with a public accountability dashboard and operations console.
A Whisper-based speech-to-text system fine-tuned for Twi and Ga. Includes ethically-sourced 142-hour dataset, transparent WER benchmarks, and 6 deployment pilots.
An on-device cassava disease classifier with Twi treatment advice. Doubles as an early-warning surveillance system for MoFA extension officers tracking outbreaks.