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Krishna Barai

Electrical Engineering @ IIEST Shibpur (EE ’28)
Control Systems • Computational Modeling • Reinforcement Learning • Quantitative Systems

About

I build simulation-driven systems at the intersection of:

  • Control theory
  • Machine learning
  • Physiological system modeling
  • Reinforcement learning
  • Quantitative finance

My work focuses on understanding and engineering complex dynamic systems — from artificial pancreas models and power grids to learning agents and markets.

Elegance in thought. Precision in code. Depth in understanding.

Research Direction

  • Glucose–insulin system modeling & control
  • Artificial pancreas simulation frameworks
  • System identification & physiological dynamics
  • RL for closed-loop decision systems
  • Simulation-first engineering

Selected Work

  • betalab — research framework for glucose–insulin modeling and experimentation
  • GlySimLab — physiological control systems research platform
  • Project-Endocrine — artificial pancreas simulator with adaptive control + RL
  • power-grid-analysis — simulation & optimization tools for electrical networks
  • control-systems-visualizer — interactive dynamic system analysis
  • stock-alpha-beta-app — Monte Carlo portfolio risk exploration

Technical Stack

Python • MATLAB • C++
Control Systems • Numerical Simulation • RL • Scientific Computing

Activity

Contact

Popular repositories Loading

  1. Project-Endocrine Project-Endocrine Public

    A complete Artificial Pancreas simulator : a closed-loop insulin control system combining physiological modeling, PID regulation, adaptive basal learning, safety constraints, and reinforcement lear…

    Jupyter Notebook 2

  2. tradeshift-engine tradeshift-engine Public

    Forked from Ritsham/tradeshift-engine

    Make a replay trading simulation to really help people to understand trading and help the retailer to get a platform so that they can learn see there stats, apply different strategies just like rea…

    CSS 1

  3. GlySimLab GlySimLab Public

    a research platform in glucose-insulin models and controllers. work in progress

    Python 1

  4. betalab betalab Public

    A research-oriented Python framework for glucose–insulin system modeling, simulation, and experimentation.

    Python 1

  5. market-sentiment-analysis-project market-sentiment-analysis-project Public

    This project explores the relationship between real-time market sentiment and market movements, leveraging sentiment analysis on financial news, social media, and earnings call transcripts. By iden…

    Jupyter Notebook

  6. facedetector facedetector Public

    Jupyter Notebook