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0810aparna/README.md

Hi, I'm Aparna

CS (Data Science) student, final year — building at the intersection of data science and backend engineering.

🌊 Featured Project: ReliefIQ

AI-powered flood relief decision support system for Kerala, built on real 2018 flood data, Census population records, and historical rainfall data.

  • Rigorously evaluated ML models via Leave-One-Out Cross-Validation; pivoted to a transparent, interpretable scoring approach when no model beat a baseline — full reasoning in 8 documented Architecture Decision Records
  • Priority-weighted resource allocation via linear programming (PuLP)
  • Full-stack deployment: FastAPI, PostgreSQL, Docker, Streamlit

🔗 Live Demo · Repo

🛠️ Tech I work with

Python · FastAPI · PostgreSQL · Docker · SQLAlchemy · Streamlit · scikit-learn · XGBoost

📫 Reach me

[LinkedIn - https://www.linkedin.com/in/aparna-singh-150444255] · [Email - aparnasingh081003@gmail.com]

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  1. ReliefIQ ReliefIQ Public

    AI-powered flood relief decision support system

    Python