03 Becoming / Now

The current chapter is about useful AI in the real world.

Building products, evaluating systems, and sharing the lessons while they are still fresh.

Current-work collage showing Krishi AI, an agentic test workflow, and Vivek Maswadkar’s public AI talk

Current focus

Products with purpose. Systems with evidence.

Most of my attention sits where applied AI meets domain knowledge: agricultural support, regulated classification, agentic workflows, quality engineering, and the hard work between a prototype and a dependable product.

  • Building and growing Krishi AI across AI chat, plant diagnosis, live mandi prices, agricultural knowledge, and multilingual voice experiences.
  • Designing agentic and evaluated AI systems where evidence, human review, security, and production reliability are part of the product—not afterthoughts.
  • Teaching practical generative AI through open-source projects, writing, talks, and the Generative AI for the Beginner’s Mind YouTube channel.

Last meaningfully updated: July 2026.

Recent markers

Proof that the direction is moving.

Next horizon

What I want the work to become.

Talk about what comes next