Matthew Byrd

Matthew Byrd Email and Phone Number

Software Developer @ Epic
Hickory, NC, US
Matthew Byrd's Location
Hickory, North Carolina, United States, United States
Matthew Byrd's Contact Details

Matthew Byrd work email

Matthew Byrd personal email

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About Matthew Byrd

In 2021-2022 I was a graduate student at UNC-Chapel Hill working on a M.S. in Computer Science under Dr. Shashank Srivastava. My primary work was concerned with predicting the difficulty of a question based on the text of the question. This work was published and presented at ACL 2022. Alongside my research, I worked with Dr. Tyson Hedrick to develop research software for Biology. During this time, I created a web app supporting complex video analysis that was published at the Society for Integrative and Comparative Biology 2021.During my graduate studies I also contracted as a web developer for both front-end and back-end work with Caktus Group. I worked with many clients such as Rue Gilt Groupe and Magnit. I also briefly lead a contract with AppOmni. During this time, I was responsible for ensuring our team finished deliverables on an agreed upon time-table, as well as communicating needs between the team and client.I am currently working at Epic Systems with the Cosmos team with interest in Education Technology and Natural Language ProcessingReach me at: matthew_a_byrd at outlook dot com

Matthew Byrd's Current Company Details
Epic

Epic

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Software Developer
Hickory, NC, US
Matthew Byrd Work Experience Details
  • Epic
    Software Developer
    Epic
    Hickory, Nc, Us
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  • Epic
    Software Developer
    Epic Mar 2023 - Present
    Leading effort to apply NLP tools including transformers, regular expressions, and LLMs to de-identify data.
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  • Caktus Group
    Web Developer
    Caktus Group Jan 2022 - Nov 2022
    Chapel Hill, North Carolina, United States
    • Lead a team on a contract to develop a Django backend app that queried user security settings and alerted end-users for incorrect configurations. Added nine new supported apps to our client’s platform.• Upgraded client Django website from 1.8 to 1.11. Used Docker, AWS for development environments. Utilized GitHub continuous integration tools to deliver a well-tested upgrade that was deployed Fall 2022.• Primary back-end engineer on a Django/React website that queried private APIs with Django Rest Framework to present potential candidates for a given job position.
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  • University Of North Carolina At Chapel Hill
    Undergraduate Research Assistant
    University Of North Carolina At Chapel Hill May 2020 - Dec 2021
    • First author on paper published at top NLP conference ACL [1] studying the predictability of difficult questions in question-answering tasks. Showed that the difficulty of questions can be predicted using a variety of simple and interpretable natural language features. Selected for oral presentation and presented at ACL 2022.• First author on in-review paper proposing a method to predict medical error severity. Used Pytorch, Huggingface, Sklearn to develop and interpret complex deep-learning BERT-based classifiers as well as simple bag-of-word models. Achieved .7 F1 score in some tasks.• Researcher on on-going project on how to use natural language feedback to improve black-box models.
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  • University Of North Carolina At Chapel Hill
    Research Support Programmer
    University Of North Carolina At Chapel Hill Aug 2019 - Dec 2021
    United States
    • Sole author of a Django website with a JS front-end that provided a feature-rich video analysis tool that is now deployed as a Heroku web app and utilized by UNC-CH Biology labs.• Integrated pre-trained computer vision models to assist in automated video analysis using tensorflow.js.• Published technical contribution to biology community [2].
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  • University Of North Carolina At Chapel Hill
    Accessible Web Developer
    University Of North Carolina At Chapel Hill Aug 2018 - May 2019
    • Developed an automated video editing website using Python, OpenCV, and NodeJS, which changed videosinto accessible video games.• Used C++ and BOOST to create multi-threaded Python bindings, deceasing processing time by 50%.
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Matthew Byrd Education Details

Frequently Asked Questions about Matthew Byrd

What company does Matthew Byrd work for?

Matthew Byrd works for Epic

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Matthew Byrd's current role is Software Developer.

What is Matthew Byrd's email address?

Matthew Byrd's email address is ma****@****unc.edu

What schools did Matthew Byrd attend?

Matthew Byrd attended University Of North Carolina At Chapel Hill, University Of North Carolina At Chapel Hill.

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