Hiba Fathima@Nittcse

NOESIS or Nested Orchestration of Exploitability & Structure Insight System is a full-stack repository risk intelligence platform that turns a GitHub URL into a structured architectural security report. Instead of relying on noisy line-by-line scanning, it examines the repo at the system level to identify entry points, privilege boundaries, data flows, and file-level risk. The result is an Exploitability Score supported by clear risk breakdowns, architecture topology, and prioritized remediation guidance. The platform combines a FastAPI backend, a React/Next.js dashboard, and IBM Bob-driven analysis exports to produce evidence-backed insights that are easy to review and present. Users can submit a repository, watch the analysis progress in real time, and then inspect the resulting security report through visual summaries and actionable refactor suggestions. NOESIS is designed to help teams understand what is risky, why it is risky, and what to fix first, making it suitable for hackathon demos, technical reviews, and security-focused repository triage.

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