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interview-integrity

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YashGupta2116 / hiring-guard

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Coding interview platform that turns browser, editor, and webcam signals into an explainable integrity confidence score. Every flag comes with its evidence, and a human reviewer makes the final call. Built with Next.js, Express, Node.js, Python, and LiveKit.

nodejs python docker express proctoring computer-vision hackathon nextjs webrtc telemetry yolo monaco-editor code-execution human-in-the-loop explainable-ai mediapipe livekit anomoly-detection interview-integrity
  • Updated Sep 20, 2026
  • TypeScript

prince-sernine / hortense

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Windows interview-integrity scanner that catches AI interview cheating: hidden overlays, screen-share invisible windows, microphone capture, AI API calls, and Cluely/LinkJobAI/Parakeet-style assist tools.

windows security coding-interviews parakeet webview2 ai-interview cluely parakeetai-assistant screen-share-invisible interview-integrity ai-interview-cheating overlay-detection wda-excludefromcapture interview-cheating-detection linkjobai microphone-detection
  • Updated Jul 7, 2026
  • Python

atifanawaz / veritas

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Veritas is a local, AI-powered video authenticity verification system that analyzes seven signals including visual authenticity, audio-visual sync, liveness, challenge response, replay attacks, identity continuity, and off-screen gaze to surface potential interview integrity concerns for human review.

react opencv computer-vision hackathon artificial-intelligence fraud-detection human-in-the-loop ai-security deepfake fastapi mediapipe deepfake-detection interview-integrity video-authenticity
  • Updated Aug 13, 2026
  • Python

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