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winnowing-algorithm

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REST API for DevBench, a developer assessment platform: role-based auth, timed attempts, Stripe credits, similarity checks, candidate insights and Smart pick. Express 5, Prisma 7, PostgreSQL.

  • Updated Oct 16, 2026
  • TypeScript

A high-performance text plagiarism detection pipeline engineering exact string matching via Knuth-Morris-Pratt (KMP) and Rabin-Karp architectures, coupled with structural winnowing fingerprinting for local alignment. Implements an optimized sub-linear time candidate screening matrix leveraging MinHash and Locality-Sensitive Hashing (LSH) to handle

  • Updated Jun 8, 2026
  • Python

A high-performance text plagiarism detection pipeline using KMP and Rabin-Karp exact matching, robust Winnowing fingerprinting, and sub-linear time candidate screening via MinHash + Locality-Sensitive Hashing (LSH), built with a unified Streamlit analytical dashboard.

  • Updated Jun 8, 2026
  • Python

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