- 🤖 Building agentic AI, RAG, human-in-the-loop, and production-minded AI systems
- 💻 Experienced across backend engineering, distributed systems, and cloud/data infrastructure
- 📍 Based in San Francisco, CA
- 🎓 M.S. Data Analytics Engineering — George Mason University, May 2025
- 🧠 Interested in reliable AI systems where probabilistic models operate inside explicit engineering boundaries
- 🌐 Explore my work at rohit16111999.github.io
Agentic operations system that turns a human correction for a novel exception into reusable procedural knowledge, so analogous future cases can resolve autonomously. Human correction → learned skill → future automation.
Next.js · TypeScript · LangGraph · Human-in-the-loop · MCP
Repository · Live Demo · Video
Privacy-first local AI agent for job discovery, deterministic eligibility filtering, local LLM ranking, truthful application preparation, provenance verification, and human-reviewed browser assistance. The LLM does not decide what must be true.
Python · Ollama · Qwen3 · Playwright · Pydantic · SQLAlchemy
Repository · 107 automated tests passed
🛡️ ProofPay
Evidence firewall for autonomous AI payments: an AI proposes an action while a deterministic Guardian validates evidence before simulated execution. Payments are simulated.
Jac · Agentic AI · Graph State · Deterministic Validation
Repository · 92 / 92 test executions passing
Identity-aware SaaS application that detects entitlement drift between Auth0 identity, Stripe subscription state, and authorization rules.
Next.js · TypeScript · Auth0 · Stripe · PostgreSQL · Webhooks
Repository · Live Demo
End-to-end AWS data pipeline that transforms preprocessed Spotify datasets with Glue and PySpark, stores Parquet in S3, queries through Athena, and visualizes through QuickSight.
AWS · S3 · Glue · PySpark · Athena · QuickSight
Repository
Team capstone transforming UN Sustainable Development Goal data into interactive 3D visualizations across SDGs 6, 16, and 17 — covering 195 countries, 130K+ nodes, and 90K+ links.
Python · ArcGIS · GaiaViz · Geospatial Data
Repository
AI where judgment is needed.
Deterministic software where correctness is required.
Humans where decisions carry consequences.
- Model outputs are untrusted until validated.
- Facts should carry provenance.
- Failure recovery belongs in the architecture.
