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matsumotosan/README.md

Hi there 👋

I am a PhD student in Computer Science and Engineering at the University of South Florida. I work at the Trustworthy Knowledge-Driven Artificial Intelligence (TKAI) Lab focusing on neurosymbolic AI, predictive coding, and physics-informed neural networks.

More broadly, I am interested in using machine learning as a tool to elucidate the mechanisms that drive biological and artificial intelligence. For this, I believe modern paradigms such as self-supervised learning, multi-modal learning, and continual learning could offer invaluable insight into the mechanisms of learning.

I was previously a research engineer at Corpy where I worked as the team lead for an MLOps platform.

Apart from my research, I am a core maintainer for Torchmetrics and a core contributor for PyTorch Lightning Bolts.

I previously worked at the Computational Vascular Biomechanics Lab as a PhD pre-candadiate in Biomedical Engineering at the University of Michigan, Ann Arbor. Before that, I completed my MS in Mechanical Engineering at the University of Minnesota, Twin Cities where I researched the computational phenotyping of thoracic aortic aneurysms in the Barocas Lab. I received my BS in Mechanical and Biomedical Engineering from Worcester Polytechnic Institute.

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  1. metrics metrics Public

    Forked from Lightning-AI/torchmetrics

    Machine learning metrics for distributed, scalable PyTorch applications.

    Python

  2. andyzfchen/truncatedSVD andyzfchen/truncatedSVD Public

    Machine Learning Reproducibility Challenge 2021

    Python 2

  3. lightning-bolts lightning-bolts Public

    Forked from Lightning-Universe/lightning-bolts

    Toolbox of models, callbacks, and datasets for AI/ML researchers.

    Python

  4. Verifiable-Coherent-NLU Verifiable-Coherent-NLU Public

    Forked from sled-group/Verifiable-Coherent-NLU

    Shared repository for TRIP dataset for verifiable NLU and coherence measurement for text classifiers.

    Jupyter Notebook

  5. raytracer raytracer Public

    Raytracer in Go

    Go 1

  6. tinygit tinygit Public

    A tiny reimplementation of Git in Go

    Go 1