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PrasunBanerjee04/README.md

Prasun Banerjee

Commodities Trading | Computer Science @ Georgia Tech


About Me

Georgia Tech ML and mathematical modeling background with front-office trading desk experience and contributions to papers at top-conferences. Seeking Systematic/Discretionary Trading or Quant Research roles focused on power, natural gas, and FTR markets.


Research & Professional Interests

Financial / Physical Commodity Trading

  • Financial Transmission Rights (FTR) Trading in nodal power markets
  • Natural Gas and Power derivatives and virtuals trading across US/EU markets
  • Systematic short-term power Power trading strategies
  • Crude Oil and Natural Gas volatility/options trading strategies
  • Physical Liquid Natural Gas, Crude and Freight trading

Economic Dispatch Modeling

  • Efficient Integer Linear programming algorithms
  • Modeling physical characteristics and bidding behavior of power generation (CCGT, SCGT etc.)
  • Supply stack, thermal dispatch, unit commitment models for nodal/zonal power markets

DC/AC Optimal Power Flow

  • Modeling AC Optimal Power Flow and DC Optimal Power Flow

Hydrological / Streamflow Modeling

  • Forecasts of hydropower production based on statistical weather / precipitation models
  • Applications of Stochastic Programming in optimal hydropower scheduling and dispatch optimization
  • Machine Learning for River streamflow and runoff modeling

Weather and Atmospheric Modeling

  • Numerical and statistical weather prediction
  • Applications of Machine Learning in weather modeling
  • High-Performance/Scientific Computing in weather data infrastructure

Publications

  • IPO-Mine: Extracting Predictive Signals from S-1 Filings with NLP
  • ConfReady: RAG-based Assistant & Dataset for Conference Checklist Responses

Let's Connect


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  1. commodity-research commodity-research Public

    Research platform for analytics, infra and mathematical models rel ated to commodity trading/financial markets

    Python 1

  2. Energy-Markets-Modeling Energy-Markets-Modeling Public

    Notes and implementations of models and mathematical frameworks used in Power Trading

    Jupyter Notebook

  3. gtfintechlab/ConfReady gtfintechlab/ConfReady Public

    [EMNLP 2025 System Demonstrations] ConfReady is an easy-to-use Llama or GPT powered web interface which can be used to empower authors to reflect on their work and assist authors with conference ch…

    Python 7

  4. IPO-Mine IPO-Mine Public

    Forked from gtfintechlab/IPO-Mine

    A toolkit and dataset for multimodal IPO filing analysis.

    Python