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srmadani/README.md

👋 Hey there! I'm Reza! 🚀

Welcome to my slice of GitHub! 🌐 As a PhD candidate at HEC Montreal, I specialize in blending deep learning, reinforcement learning, and operations research to tackle a variety of challenges. My focus spans optimal control, investment analysis, pricing, forecasting, and location problems, using analytics to pave the way for smarter, more efficient decisions.

Off the Clock:

  • 📸 Photography: Capturing life's moments one snapshot at a time.
  • 🚴 Biking: Exploring trails and cityscapes on two wheels.

Feel free to explore my projects or get in touch if you're interested in data, technology, or just want to share interesting ideas!

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  1. Targeted_Critical_Peak_Pricing Targeted_Critical_Peak_Pricing Public

    Implementation and results of advanced reinforcement learning algorithms applied to optimize Critical Peak Pricing

    Jupyter Notebook 1

  2. Investment_in_DER Investment_in_DER Public

    Investment in Vehicle to Grid and Distributed Energy Resources: Distributor versus Prosumer’s Perspectives and the Impact of Applicable Rates

    Jupyter Notebook 1

  3. Demand-Response-in-Commercial-Buildings Demand-Response-in-Commercial-Buildings Public

    This repository contains the implementation of reinforcement learning algorithms for optimizing energy demand response in commercial buildings. The project focuses on reducing peak loads and improv…

    Jupyter Notebook 1

  4. financial-qa-rag financial-qa-rag Public

    A dockerized Retrieval-Augmented Generation (RAG) system for answering financial questions using ElasticSearch, Ollama, and Streamlit.

    Python