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MattGPT-ai/README.md

Matt Buchovecky 🔭

Hello! I am a Machine Learning Engineer and Data Scientist specializing in Deep Learning, NLP, and Computer Vision. Have a look-see at some highlights of my work and accomplishments

Matt's LinkedIn

Github

Projects

ZipRecruiter Resume Parser

ziprecruiter_resume_parser_screen Acting as tech lead, my team trained a more powerful and resume parser for www.ziprecruiter.com

Open-source Contributions

Poetry2UV

I led the effort on an open source tool that converts projects from Poetry to uv, including the pyproject.toml file and keeping lock files equivalent. My company used this to migrate all of our own apps to great success!

https://github.com/ZipRecruiter/poetry2uv

Fast Censor

A versatile open source tool I created for scrubbing profanity from text. Using a more efficient algorithm, it outperforms alternatives like better-profanity by orders of magnitude

Fast Censor on PyPi

Fast Censor on GitHub

Flair NLP

I have made many contributions to this modern NLP framework for multitask learning.

My PRs

Features:

Multi-GPU Evaluation

Deep Nearest Means Classifier Decoder

Tech Stack

aws kubernetes docker linux bash terraform git jenkins prometheus grafana elasticsearch python golang C++ PyTorch tf gRPC

Research

I received my PhD in high-energy astrophysics at UCLA, and am published in the Astrophysical Journal.

My dissertation includes a chapter on using boosted decision tree learning for image classification and regression.

Pinned Loading

  1. pyUtils pyUtils Public

    Utilities for automating common tasks using Python

    Python 1

  2. fast_censor fast_censor Public

    A fast and flexible utility for filtering out profanity or other strings from text

    Python 4

  3. flair flair Public

    Forked from flairNLP/flair

    (fork) A very simple framework for state-of-the-art Natural Language Processing (NLP)

    Python 1