John Huffman
Machine Learning Engineer Technical Lead at Duo Security
Raleigh, North Carolina, United States
Summary
🤩
Rockstar🎓
Top SchoolJohn Huffman is a Machine Learning Engineer Technical Lead with nine years of experience building and productionizing ML models, cloud architectures, and data pipelines across security, industrial IoT, and manufacturing domains. Currently leading ML efforts at Duo Security, he combines full-stack data science skills with hands-on AWS deployment experience to deliver model-driven product and operational support for internal customers. His background in mechanical engineering and early roles in reliability and field support give him a rare systems-level perspective on sensor data, embedded products, and real-world ML use cases. A persistent learner and collaborator, he moves models from research to robust services while mentoring teams on hygiene, monitoring, and scalable ETLs. He’s equally comfortable crafting computer vision and NLP solutions as he is translating technical results into actionable business metrics.
9 years of coding experience
9 years of employment as a software developer
Bachelor of Science (B.S.), Mechanical Engineering, Bachelor of Science (B.S.), Mechanical Engineering at North Carolina State University
German, English
Github Skills (17)
similarity-search10
approximate-nearest-neighbor-search10
recommender-system10
image-search9
crossplane9
search-engine9
semantic-search9
vector-database9
nearest-neighbor-search9
classifier7
aws7
terraform-module6
terraform6
machine-learning4
keras4
Programming languages (4)
Github contributions (5)
huffmanjohnf/personal-website
Sep 2016 - Jul 2019
maincode
Contributions:2 PRs, 31 pushes, 4 branches in 2 years 10 months
huffmanjohnf/temp-humidity-hexbin
Oct 2020 - Dec 2020
Hexbin visualization tool for evaluating HVAC performance.
Contributions:30 PRs, 23 pushes, 14 branches in 1 month
hvacperformancedata-vizvisualization
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