Projects & Research

Projects

CodeForesight — AI-Driven Vulnerability Intelligence System

A hybrid ML and LLM pipeline that analyzes CVEs and C codebases to provide semantic reasoning and exploit risk scoring.

CanaryRAG — AI Red Teaming Defense for RAG Systems

A novel retrieval-time defense mechanism for RAG systems to detect prompt injection, data poisoning, and membership inference attacks using synthetic canaries.

API Sentinel — Secure API Testing Framework

A modular Python CLI for automated API security validation, aligned with OWASP Top 10, that outputs structured JSON reports for CI/CD integration.

TuberDetect

A deep learning model for early detection of tuberculosis from chest X-rays, achieving high accuracy and sensitivity.

GitInsight

A web application for analyzing GitHub repositories to provide insights on contributor activity, code complexity, and project trends.