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baranwalayush/README.md

👋 Hi, I'm Ayush!

Scientific Computing | Algorithms | Machine Learning

  • Exploring numerical methods, scientific computing, and machine learning
  • Interested in algorithms, mathematical modeling, and computational methods
  • Building and contributing to open-source scientific software
  • Currently exploring the field of NLP

Currently working on

  • NumLA - Exploring numerical linear algebra through implementation and experimentation
  • SBSCL - Open-source Java framework for simulation of biological models; Google Summer of Code 2025 contributor
  • NLP-Evolution - Exploring the evolution of Natural Language Processing through key ideas, models, and milestones

🌐 Connect with Me

LinkedIn
Email : ayush6262kr@gmail.com

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  1. Progressive-Transfer-Learning-for-Railway-Track-Fault-Detection Progressive-Transfer-Learning-for-Railway-Track-Fault-Detection Public

    A semi-supervised model, which leverages tranfer learning and progressive training to effectively utilize the labeled dataset, to detect railway track faults.

    Jupyter Notebook

  2. Energy-Efficient-Web-Browsing-Mode Energy-Efficient-Web-Browsing-Mode Public

    A chrome extension, for all eco-conscious users out there, designed to optimize browser behaviour and minimize energy consumption during web browsing.

    JavaScript 1 2

  3. ForkQuest ForkQuest Public

    Co.L.D's repository for EngQuest 4.0

    C++ 15

  4. NumLA NumLA Public

    An attempt towards building an easy-to-use and fairly optimized scientific computing library for beginners.

    C++

  5. draeger-lab/SBSCL draeger-lab/SBSCL Public

    The Systems Biology Simulation Core Library (SBSCL) provides an efficient and exhaustive Java implementation of methods to interpret the content of models encoded in the Systems Biology Markup Lang…

    HTML 26 21

  6. Commodity-Prediction-Challenge Commodity-Prediction-Challenge Public

    SoE JNU EN502 Monsoon 2025 Machine Learning Project

    Jupyter Notebook 1