{
"name": "Shreyas Suvarna",
"handle": "ORION2809",
"mode": "agentic systems lab",
"base": "India",
"loop": "research β build β validate β ship β compound"
} |
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Active projects in the agentic pipeline β each one ships with browser-proof validation
No vibes-only shipping β plan, build, test in a browser, fold the pattern back into the stack
| Phase | Proof | Project Signal |
|---|---|---|
| π Research signals | Capture the rough problem and weird edge cases | Career-Ops, Prove-It-Mode |
| π Typed plan | Force the handoff into contracts | Agentic Orchestration Engine |
| π€ Agentic build loop | Ship with tools, agents, and memory | Claw Code, Claude Fulcrum |
| π Browser validation | Let Playwright call the bluff | AI Onboarding Orchestrator |
| β»οΈ Reusable system | Fold the pattern back into the stack | Fulcrum skills, MCPs, CLIs |
| Project | What it proved |
|---|---|
| XAI Tachycardia | Explainable cardiac-event detection with SHAP/LIME thinking |
| Aquaculture AI | Farm intelligence, predictive signals, and recommendation engines |
| 3D Object View | Browser-based 3D interaction experiments |
| Aqua Web 3D | Immersive aquaculture web experience |
| RLRAG | Cost-aware retrieval-depth control for production RAG |