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sambuddhac/README.md

Hi there !!! I am Sambuddha (Sam) Chakrabarti πŸ‘‹

Researcher at Princeton University's Andlinger Center for Energy and the Environment

🌐 Homepage β€’ πŸ’Ό LinkedIn β€’ πŸ“š Google Scholar β€’


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✨ About Me

  • πŸ”¬ Research Focus: Energy and Power Systems models, AI/ML/Mathematical Optimization/Stochastic Systems Applications, Future Grid Solutions.
  • πŸ›οΈ Organization: Princeton University - Andlinger Center for Energy and the Environment
  • πŸ’» Tech I use: Julia, Python, C/C++, Java, MATLAB, Git, LaTeX, and more
  • 🌱 Currently learning: Advanced Optimization, Machine Learning for Power Systems (Transformers, LLMs, RAG, GAN, CNN etc.)
  • 🀝 Let's connect: Always open to collaborations and interesting projects!
Languages & Tools:
Fun Stuff:
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πŸ“Š GitHub Stats

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β€œScience is the poetry of reality.” – Richard Dawkins
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πŸš€ More About Me

  • πŸ”­ I’m currently working on Data Pipelining and Model building for PowerLASCOPF.jl, which is a Julia+Python repository for AI/ML based decision making for running Electricity Markets
  • 🌱 I’m currently learning to create a custom Transformer and LLM embedded within a Partially Observable Markov Decision Process (POMDP) based Reinforcement Learning (RL) for the PowerLASCOPF.jl project
  • πŸ‘― I’m looking to collaborate on: I invite people to contribute to my open source repos
  • πŸ€” I’m looking for help with: I invite people to contribute to my open source repos
  • πŸ’¬ Ask me about: Mathematical Optimization, Power Systems, Electricity Markets, Stochastic Systems, Linear Algebra
  • πŸ“« How to reach me: Email me at sambuddha.chakrabarti@gmail.com
  • πŸ˜„ Pronouns: He/Him
  • ⚑ Fun fact: I am a music aficionado and play the Sitar and Bandoneon when I am taking a break.

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  1. GenXProject/GenX.jl GenXProject/GenX.jl Public

    GenX: a configurable power system capacity expansion model for studying low-carbon energy futures. More details at : https://genx.mit.edu

    Julia 328 143

  2. LASCOPF_Load_Variation LASCOPF_Load_Variation Public

    C++ 2

  3. SCOPF SCOPF Public

    C

  4. macroenergy/MacroEnergy.jl macroenergy/MacroEnergy.jl Public

    Macro allows you to optimize the design and operations of large multi-sector energy systems.

    Julia 38 28

  5. PowerLASCOPF.jl PowerLASCOPF.jl Public

    Software package for (N-1-1) LASCOPF (Look-Ahead Security Constrained Optimal Power Flow) with post-contingency restoration in terms of thermal line limits. Also includes Distributed Deep Reinforce…

    MATLAB 2

  6. PowerLASCOPFDataEngineering PowerLASCOPFDataEngineering Public

    This repository does data engineering for PowerLASCOPF.jl with data ingestion, storage, manipulation, containerization, feeding into the PowerLASCOPF.jl model, and processing results

    Python