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825pranav/README.md

Pranav Negi

ML systems  ·  distributed backends


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About

Final-year CS undergrad at PES University, Bangalore.

Stack

Languages

Python Go JavaScript C SQL

ML / Data

scikit-learn XGBoost LightGBM pandas NumPy spaCy

Infra / Backend

Kafka PostgreSQL Docker FastAPI Node.js MongoDB

Interfaces

React Streamlit Plotly


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  1. UnderCurrent UnderCurrent Public

    A Risk-Aware Autonomic Control Plane — monitors containerised workloads at the kernel level, scores failure risk in real time, and automatically triggers corrective actions without human interventi…

    Python 1

  2. Silver-Lining Silver-Lining Public

    A regime-aware quantitative trading system for Gold vs Silver allocation. Combines HMM regime detection, three strategy sub-models, an XGBoost ensemble, walk-forward backtesting, and a live Streaml…

    Python

  3. Cascade Cascade Public

    Static dependency impact analysis for multi-language codebases, calculates the butterfly effect that follows from code changes.

    Go 1

  4. Diffusion Diffusion Public

    Distributed Trend Propagation Engine

    Python 1

  5. fixgraph fixgraph Public

    Troubleshooting knowledge graph, GNN link prediction and GraphRAG benchmark on local open-weight models

    Python

  6. paper_dissector paper_dissector Public

    Python