About
I'm Shreekumar, a full-system builder interested in turning difficult technical problems into products people can actually use.
What I build
Products where AI meets interface: exam grading, AI compliance, engineering risk, developer tooling and consumer energy.
What I care about
Deterministic trust boundaries. A hard line between decision logic and the LLM language layer, treated as an architecture and safety requirement, and claims that hold up when checked.
How I work
Spec-driven and test-enforced. I verify what agents and collaborators report against the real repository state instead of trusting summaries.
What I'm exploring
Taking GradeMIND toward CBSE-grade production, and PRYSM as a continuous compliance operating system.
- B.Tech, Artificial Intelligence & Data Science
Sri Shakthi Institute of Engineering and Technology, Coimbatore. Expected 2029. - Team Lead, Team Ragnarok
- Coimbatore, India
SelectedSignals
#51
HackerRank Orchestrate
Global rank, score 70.7/100. “Buy or Wait?”, an AI financial-affordability agent built with Claude Code.
#209
HackerRank Orchestrate
Global rank, earlier round.
Winner
Crowdera UI/UX Hackathon
For Vidiyal, a donation and crisis-response platform.
Finalist
HackXelerate 26'
National-level hackathon. Team Lead for Minchal, a photo-first electricity bill attribution tool.
VAYU
ISRO Bharat Antariksh Hackathon 2026
PS-3, Surface AQI & HCHO hotspot identification. A Team Ragnarok submission, not a win.