Matthew Wootten
Principal Software Engineer at Abeyon
Virginia, United States
Summary
👤
Senior🎓
Top SchoolMatthew Wootten is a Principal Software Engineer with 11 years of experience building software and cloud infrastructure for military and civilian government clients, currently applying LLMs and related technologies at Abeyon. He combines hands-on system design, implementation, and client coordination to deliver prioritized, production-ready solutions while also managing application cloud operations for key programs. His background spans data science education, QA automation, and applied ML research—where he built neural models for aerial imagery and implemented computer-vision systems for neuroscience experiments. Matthew has a proven track record of turning exploratory prototypes (from ML-driven QA tools to self-healing test ideas) into actionable recommendations that shave weeks off testing cycles. Based in Virginia, he brings a rare mix of research-driven curiosity and practical engineering discipline to mission-focused software projects.
11 years of coding experience
High School Diploma, High School Diploma at Academies of LoudounHigh School Diploma, High School Diploma at Broad Run High SchoolBachelor of Science - BS, Computational and Data Sciences, Bachelor of Science - BS, Computational and Data Sciences at George Mason University
Github Skills (41)
openstreetmap10
javascript10
typescript10
transit10
names10
wikidata10
convolutional-neural-networks9
json9
regex9
symbolic-ai9
prompt-engineering9
indexof8
location8
generative-ai8
scrapy8
Programming languages (8)
Github contributions (5)
mwootten/seizure-forecasting
Jan 2019 - Jun 2021
Forecasting seizures with multiple models, including artificial neural networks
Contributions:19 commits, 1 PR, 16 pushes in 2 years 4 months
artificial-neural-networksconvolutional-neural-networksmachine-learningseizure-prediction
mwootten/snn-seizure-prediction
Sep 2017 - Jul 2019
Contributions:72 commits, 46 pushes, 1 branch in 1 year 10 months
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