Won Best in Hardware. An automated vermicomposting machine that actually adjusts to the worms instead of just logging conditions. ESP32-S3 master/slave setup with online, offline, or physical controls, and hand-drawn cartoon worms that show their mood.

Won Best in Software. A camera-based money verifier built for blind users — point it at a bill, it tells you what it is, no cloud round-trip, no lag. UI designed around how someone who can't see the screen actually navigates.

Farm tracking for barangay-level plots that don't have real internet access. Runs on LoRa instead of Wi-Fi so it still works miles out, and uses ESP32 + ML to check plant and leaf health from sensor data, not just soil readings.

The project that actually got ODDS started. ESP32 camera + ML that watches for heat spikes and flame patterns, tells the difference between a machine running hot and an actual fire, and tiers the response — eventually meant to call BFP directly.

Not every project needs to be a system. This one's just a Dart app, built pink, built for someone specific — a reminder to ourselves that we can build things that are just warm and useful instead of impressive.

Built for a business running multiple branches with zero visibility into how each one was actually performing. Laravel backend, uses Holt-Winters exponential smoothing so it accounts for seasonality and trend instead of just averaging numbers together.