Features

Current

  • Edge device (Raspberry Pi) with MQTT + TimescaleDB
  • Irrigation recommendation — explainable rules + ML baseline
  • Simple dashboard & WhatsApp/SMS alerts

Next 6–12 months

  • Fertilizer planning (rules → ML)
  • Pest risk signals (TFLite on device)
  • Weather fusion (IMD, Open-Meteo, NASA POWER)

Future

  • Farmer mobile app (offline-first)
  • Model fine-tuning on local farm data
  • Scaling to other crops & regions

Roadmap

  1. P0 Baseline stack (DB schemas, MQTT bridge, simulated data)
  2. P1 Irrigation module MVP + WhatsApp alerts
  3. P2 Fertilizer recommendations
  4. P3 Pest module (edge TFLite)
  5. P4 Packaging for Raspberry Pi + field pilot