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Achievement: Pull Sharkx2Achievement: YOLO

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catanzaromj/README.md

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About me

I am a Senior Scientist at Geometric Data Analytics, Inc., where I do mathematical research and build software to prototype and support that research. My work sits at the intersection of topology, geometry, and machine learning. I use tools from topological data analysis (TDA) to study the shape of high-dimensional data and, increasingly, the internal geometry of neural networks.

I am actively seeking roles in ML Engineering, Software Engineering, and AI Safety (mechanistic interpretability, formal verification / robustness, evals).

I help maintain several scikit-tda packages—see the pinned repos below.

Publications

📄 Full list of publications

Tools I work with

Python C++ PyTorch TensorFlow HuggingFace scikit-learn NumPy SciPy Pandas Plotly LaTeX Docker Git Neovim Tmux

Recent GitHub activity

  1. 🚀 Published release v0.4.1 in scikit-tda/persim
  2. 🚀 Published release v0.4.0 in scikit-tda/persim
  3. 🗣 Commented on #112 in scikit-tda/persim
  4. 🎉 Merged PR #109 in scikit-tda/persim
  5. 🗣 Commented on #111 in scikit-tda/persim

Pinned Loading

  1. scikit-tda/persim scikit-tda/persim Public

    Distances and representations of persistence diagrams

    Python 144 60

  2. scikit-tda/ripser.py scikit-tda/ripser.py Public

    A Lean Persistent Homology Library for Python

    C++ 346 66

  3. scikit-tda/scikit-tda scikit-tda/scikit-tda Public

    Topological Data Analysis for Python🐍

    Python 581 56

  4. MBDS21_TDA MBDS21_TDA Public

    A TDA tutorial for the Midwest Big Data Summer School 2021

    HTML 1

  5. PL_fMRI PL_fMRI Public

    Compute persistence landscapes of fMRI data

    Python 1 4

  6. scikit-tda/kepler-mapper scikit-tda/kepler-mapper Public

    Kepler Mapper: A flexible Python implementation of the Mapper algorithm.

    Python 653 187