Accomplishments

2025–26

Project conception
Identified the problem of fragmented agricultural information.

System development
Built the initial application, backend and data infrastructure.

AI development
Developed advisory extraction and machine-learning components.

Prototype
Integrated the core components into a working platform.

Field engagement
Travelled to Vellore and interacted with farmers.

Voice interface
Developed a working conversational voice interface.

Research direction
Established an evaluation framework and began building research datasets.

Next: Extended field validation, larger datasets, rigorous evaluation and research publication.