Professional Journey
A record of the systems I’ve worked on and the engineering problems behind them.
Venkat Shreyas
Krishnan
Engineer, researcher, explorer.
I build software systems, study intelligent machines, and follow the questions that connect them.
Book a conversationWriting
All writing- Substack ·
Part 1 : Language-model mechanics for post-training
- Substack ·
Two Ways to Build an Eye: Subretinal Photovoltaics and Cortical Stimulation
- On this site ·
Contracts before generation
- On this site ·
Evaluation needs a denominator
- Medium ·
Beyond Naive RAG: A Step-by-Step Guide to Building Agentic RAG in 2026
- Medium ·
MCP Clients: Stdio vs SSE
A few threads of my work.
Research Journey
Robotics, simulation, intelligent systems, and questions I’m still investigating.
Founder Journey
Companies, products, and experiments. Some ideas became companies. Others remained experiments.
Elsewhere
Tennis, problems on Deep-ML, puzzles on Matiks, books, and other parts of life that don’t belong on a résumé.
Now
My current interests include intelligent systems, simulation, and the questions that emerge when software meets the physical world. This page is a small, editable record of what has my attention.