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711nishtha/README.md

Hey, I'm Nishtha

Computer Science student building backend and data-oriented projects.

Building small systems with attention to correctness, tradeoffs, and limitations.
Pinned repositories reflect current work.

Elsewhere

LinkedIn GitHub

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  1. email-triage-openenv email-triage-openenv Public

    Agent Society for Enterprise Email Triage — Meta PyTorch OpenEnv Hackathon 2026 (Grand Finale) Multi-agent debate colony with symbolic safety layer, adaptive curriculum, and GRPO training. Full Ope…

    Jupyter Notebook 1

  2. AI-Music-Generation-Hybrid-Framework AI-Music-Generation-Hybrid-Framework Public

    A research-oriented implementation of a hybrid AI music generation framework combining Transformer-based symbolic planning, diffusion-based audio synthesis, and preference alignment. The project de…

    HTML

  3. auth-cookie-jwt auth-cookie-jwt Public

    Security-focused auth + OAuth 2.0 (Auth Code + PKCE) implementation from first principles. RS256 JWTs, rotating refresh tokens, strict trust boundaries, and documented attack mitigations. Minimal, …

    Python

  4. financial-fraud-detection-app financial-fraud-detection-app Public

    Experimental web application demonstrating how an offline-trained financial fraud detection model can be exposed through a web interface. Built with Flask and a pre-trained XGBoost model to showcas…

    HTML 1