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malhotram/README.md

๐Ÿ‘‹ Hi there, I'm Manav Malhotra

Website LinkedIn Gmail GitHub followers


๐ŸŽ“ B.Tech CSE (CBSE) @ Thapar Institute of Engineering & Technology (TIET'25)
๐Ÿง  Passionate about Grey-Box AI โ€” Bridging Deep Learning & Domain Knowledge
๐Ÿงช Research Interests:
ย ย ย ย ๐Ÿ”ฌ Scientific ML | ๐Ÿงฎ Physics-Informed Neural Networks (PINNs) | ๐Ÿง  Biomedical AI
๐Ÿ“„ IEEE & Scopus-Indexed Author | ๐Ÿง‘โ€๐Ÿซ UGC-NET Qualified (PhD Eligibility)

๐Ÿงฐ Crafting neurons that think beyond data: shifting towards domain principles
๐Ÿ’ก Towards AI thatโ€™s interpretable, applicable, and impactful


๐Ÿ‘จโ€๐Ÿ’ป Programming & ML

Python R C++ SQL

NumPy Pandas scikit-learn TensorFlow PyTorch OpenCV

๐ŸŒ Web & Backend

HTML5 CSS3 Flask Django

๐Ÿงช Data, Visualization, Cloud

Plotly Tableau AWS Google Colab


๐Ÿ’ป IDEs & Editors

Jupyter PyCharm VS Code RStudio Spyder


๐Ÿ“ Current Interests

  • ๐Ÿš€ Inverse PINNs โ€” Estimating hidden parameters from physical observations.
  • ๐Ÿ“Š Grey-Box AI Guide โ€” A beginner-friendly guide to physics-informed and domain-aware ML.
  • ๐Ÿง  Biomedical Modeling โ€” Combining clinical insights with computational modeling.

๐Ÿ“‰ Learning Matters...

Gradient Descent Learning Rate

๐Ÿค Let's Collaborate

If youโ€™re working on interpretable AI, PINNs, or biomedical data modeling, letโ€™s connect!

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  1. Scientific-ML-PINNs Scientific-ML-PINNs Public

    A curated educational series on Physics-Informed Neural Networks (PINNs) using PyTorch and TensorFlow, designed for MTech/PhD students, researchers, and educators. This repository walks through solโ€ฆ

    Jupyter Notebook 2 2

  2. LLM-Reading-List LLM-Reading-List Public

    Forked from evanmiller/LLM-Reading-List

    LLM papers I'm reading, mostly on inference and model compression

    1

  3. Retinal-disease-detection Retinal-disease-detection Public

    Python 1

  4. skin-diseases skin-diseases Public

    Jupyter Notebook 1

  5. Aarushi900/recipe-recommender Aarushi900/recipe-recommender Public

    Python