Agriculture capstone: production farmer assistant
Solve a real farming or agri-business problem end to end, such as a voice-friendly farmer assistant, with monitoring.
The brief
Many farmers prefer speaking to typing. Build and deploy a voice-friendly farmer assistant (or another agriculture AI product you scope with your mentor) with grounding in official advisories, low-bandwidth answers and monitoring. Good looks like: a deployed product, measured quality in local languages, a safety review, and a demo for a panel.
What you will build
- Scope the problem and success measures with your mentor
- Build the assistant with grounding and voice input
- Keep answers light for slow networks
- Evaluate quality and safety
- Deploy with monitoring
- Present the results to a panel
Free, open data to build it with
- India Meteorological Department ↗ IMD
- PM-KISAN ↗ Government of India
Check each dataset's licence before you publish your work. Your mentor gives your team its own version of the brief (data, scope or region), so every team's project is its own.

