GOcacao
Founder
Smallholders can't easily tell how a fermentation is going, so farmers struggle to know when to turn the beans or stop. I built GOcacao in my backyard shed, an embedded system pairing an ESP32 microcontroller with a PT100 RTD sensor. I designed the sensor circuitry and engineered firmware that smooths the temperature signal with exponential moving average (EMA) filtering, then uses peak-detection logic to signal when to turn and when to end fermentation. Prof. Na Nan at Chulalongkorn University's ISTC advised on fermentation, and the field version runs offline with LED indicators and remote alerts. A cooperative in Phrae that used it increased its cacao income by 30%. I am now in discussions with cooperatives and organizations in West Africa and Bolivia about using GOcacao outside Thailand.
8 sites · 5+ tonnes monitored · 20.3% more well-fermented beans · 48.7% less relative variation
Trial results from eight batches, cut-tested independently.


