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panshularora/README.md

About

B.Tech Cybersecurity at SRM IST Kattankulathur (2024–2028). I build Python/FastAPI backends and LLM applications, with some TypeScript/React on the front end.

Interned at Mphasis (May–Jul 2026) on agent-style LLM workflows for a BlackRock engagement.

Projects

  • DeepTrace: FastAPI + React forensic console for suspected AI-generated media. Hash-chained chain of custody, HMAC-signed PDF reports, Docker image built in GitHub Actions. The detectors are heuristics, not trained models.
  • NeuroRead: reading platform for dyslexic learners. LLM text simplification plus Bayesian Knowledge Tracing / IRT / SM-2 practice, with pytest tests. Won 1st place at the WiCyS hackathon.
  • AstroLive: TypeScript full-stack app with a Hono + SQLite API and WebSocket signalling. Live.
  • SRM Exam Portal: MySQL stored procedures, triggers, views and an audit log behind an Express API.
  • mcp: Model Context Protocol servers (sandboxed files, GitHub API) and a client that exposes MCP tools as OpenAI function calls.

Open source

  • Agenta #5921 (merged): SDK tests that passed without checking what they claimed.
  • acf-sdk #83 (open): leetspeak 1 was mapped to l, so 1gnore slipped past the jailbreak pattern.

Stack

Python, TypeScript, SQL · FastAPI, Express, React · Docker, GitHub Actions.

Contact

LinkedIn · panshularora2@gmail.com

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