Andrew Vaughan
Machine Learning Engineer at Two Dots
Los Angeles, California, United States
Summary
🤩
Rockstar🎓
Top SchoolAndrew Vaughan is a machine learning engineer with 11+ years building production AI systems across startups and enterprise, currently architecting vision-language models to automate income verification workflows. He has led teams at Mailchimp delivering content generation, recommender and multimodal models with a focus on generative AI safety, and previously built vision and NLP fraud-detection and quality-control systems at Stanley Black & Decker and Pindrop. Comfortable moving ideas from DARPA-funded research and embedded sensor prototypes to scalable cloud deployments, he blends signal-processing roots (MSEE, Georgia Tech) with hands-on production experience. Known for on-site proof-of-concept work and mentoring aspiring data scientists, he pairs rigorous mathematical training with a pragmatic track record of turning complex data into fast, reliable products.
11 years of coding experience
15 years of employment as a software developer
MSEE Systems and Controls Engineering, MSEE Systems and Controls Engineering at Georgia Institute of TechnologyBS Physics, BS Physics at University of Florida
Stackoverflow
279reputation
21kreached
8answers
0questions
Github Skills (29)
hugo10
datadog10
documentation10
python8
monitoring8
devops8
javascript7
agent7
dd7
ruby-on-rails6
amazon-ec26
metric6
amazon-web-services6
ruby6
anomaly-detection6
Programming languages (5)
Github contributions (5)
avaughan89/Beacon
Feb 2015 - Feb 2015
Contributions:45 commits, 4 PRs, 14 pushes in 11 days
reacteventsjoinmap
avaughan89/avaughan89.github.io
Mar 2015 - Apr 2026
Contributions:10 pushes in 11 years 3 months
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