Klavito
Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote

GridSense: an AI energy advisor for people with unreliable power Households and small businesses in Nigeria pay far more per unit for generator power than for grid power, but rarely see where their money goes. GridSense shows the grid-versus-generator cost, flags unusual usage, forecasts the next 24 hours with a PyTorch model, and, powered by Meta’s Muse Spark, answers questions and builds savings plans from each user’s own data.