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Rusheel86/README.md

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🧠 about me

rusheel = {
    "focus"     : ["ML research", "medical imaging", "oncology", "time series", "LLMs"],
    "currently" : "OSS contributor + Researching + drifting through college",
    "loves"     : ["Anime", "Chess β™ŸοΈ", "Formula 1🏎️", "Thriller Novels", "Gym", "Taekwondo πŸ₯‹"],
    "chess"     : "RedEgnival @ lichess.org",
    "pronouns"  : "he/him",
    "fun fact"  : "Black Belt in Taekwondo",
}

πŸ”¬ open source contributions

org repo status
InVesalius invesalius3 βœ… 1 merged PR Β· πŸ”„ active
sktime sktime πŸ”„ active
sktime/skpro skpro πŸ”„ active
Project MONAI MONAI πŸ”„ active
deepinv deepinv πŸ”„ active

πŸ₯ highlight projects

Spinal Cord Shift Prediction β€” 3D CNN built with Nanavati Hospital to quantify spinal cord shifts during radiotherapy using real patient volumetric data.

dicom-meta-lite β€” lightweight Python package for rapid DICOM metadata extraction, built for medical imaging and oncology research workflows. Available on PyPI.


πŸ› οΈ tech stack

Python PyTorch TensorFlow scikit-learn HuggingFace OpenCV NumPy Pandas AWS Kaggle Git


πŸ“Š github stats


⚑ interests

  • πŸ”¬ ML research β€” especially for medical imaging, oncology & real-world healthcare impact
  • πŸ“ˆ Nifty 50 F&O β€” options flow, expiry dynamics, institutional analysis
  • πŸ€– LLMs, prompt engineering & AI agents
  • β™ŸοΈ chess addict β€” @RedEgnival on lichess
  • 🏎️ Formula 1 fan, also dipping my toes into MotoGP
  • πŸ₯‹ Black Belt Taekwondo
  • 🎌 everything anime, manga and light novels β€” sometimes even real books :)
  • so systematic I even track it all: MyAnimeList

"I've no enemies"

Pinned Loading

  1. preflight preflight Public

    Pre-flight checks for PyTorch pipelines. Catch silent failures before they waste your GPU.

    Python 18

  2. spinal-cord-shift spinal-cord-shift Public

    Jupyter Notebook 1