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  • Doctoral student at UF
  • Gainesville, Florida

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@GatorSense

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Ritesh313/README.md

Hi there, I'm Ritesh! 👋

Linkedin Outlook

  • Checkout my Website.

  • PhD in Electrical and Computer Engineering from the University of Florida (defended Oct. 2026), Machine Learning and Sensing Lab.

  • Dissertation: Beyond Band Masking: Decomposition-Guided Self-Supervised Learning for Hyperspectral Images. Self-supervised pretraining of Vision Transformers that masks decomposed spectral components instead of raw bands.

  • Recently: benchmarking and routing large language models under cost and latency constraints, as an Applied Scientist Intern at Amazon (2025, 2026).

  • Open source: NeonCrops, a multimodal NEON tree-crown dataset and pipeline, built during Google Summer of Code 2025 with NumFOCUS.

  • Looking for applied scientist and research scientist roles starting January 2027.

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  1. GatorSense/NeonCrops GatorSense/NeonCrops Public

    Multi-modal per-tree crown crops from NEON AOP imagery.

    Python 1

  2. GatorSense/NeonTreeClassification GatorSense/NeonTreeClassification Public

    Python 2 1

  3. classifiers_pytorch classifiers_pytorch Public

    This repository has classifiers designed for different opens source datasets using pytorch.

    Jupyter Notebook

  4. Basic_ML_Projects Basic_ML_Projects Public

    Jupyter Notebook