Pat Jenkins
Machine Learning Researcher
Frederick, Maryland, United States
Summary
👤
Senior🎓
Top SchoolPat Jenkins is a machine learning researcher and engineer with 11 years of experience applying NLP, computer vision, and data science to production problems from government research to consumer media. Based in Frederick, Maryland, he has driven high-impact systems at Comcast—supporting 300M weekly voice queries and achieving perfect entity retrieval across English, French, and Spanish—and has built dialog generation and semantic resolution models that materially improved customer support efficiency. His background includes adversarial-robust computer vision research at the NSA and neural architectures for language-conditioned object recognition developed during his MS at UMBC. Comfortable across Python, TensorFlow, PyTorch, SQL and deployment stacks, he has a track record of moving research into scalable services and migrating critical data platforms for reliability. Notably, he pairs academic rigor with production focus, having presented graph and ML work to specialist audiences while shipping enterprise NLP products.
11 years of coding experience
8 years of employment as a software developer
UMBC
English, Spanish, Malayalam
Github Skills (11)
robotics9
nlp8
computer-vision8
natural-language-processing8
summernote6
multimodal6
javascript6
wysiwyg5
cli4
npm3
manifold1
Programming languages (2)
Github contributions (5)
patrickjenkins213/NeuralNet
Oct 2018 - Nov 2023
Contributions:1 push, 2 branches in 5 years 1 month
patrickjenkins213/Hearts
Oct 2019 - Nov 2023
Create an AI agent that plays Hearts
Contributions:2 PRs, 6 pushes, 4 branches in 4 years 1 month
artificial-intelligencegames
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