Tom Dunlap
Senior Machine Learning Engineer at Carvana
San Francisco, California, United States
Summary
👤
Senior🎓
Top SchoolTom Dunlap is a Senior Machine Learning Engineer in San Francisco with eight years building production-grade computer vision, AR, and ML systems across automotive, healthcare, and robotics domains. He has led architecture and cost-optimization efforts—redesigning a complex vehicle detection and segmentation pipeline onto Kubernetes and cutting annual cloud spend by half—while shipping mobile AR features and generative tooling for developer productivity. Comfortable bridging research and product, he pairs hands-on deep learning (Yolov5, NeRF, CLIP, transformers) with practical MLOps (Kubernetes, AWS, MLflow, DVC) to move prototypes into scalable services. A former professional athlete and stand-up comic, he brings uncommon team leadership and communication skills that help translate technical tradeoffs to stakeholders.
8 years of coding experience
2 years of employment as a software developer
Master of Science - MS Data Science, Master of Science - MS Data Science at University of Colorado BoulderBachelor of Arts (B.A.) Neuroscience, Bachelor of Arts (B.A.) Neuroscience at Pomona College
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (14)
convolutional-neural-networks8
darknet6
tensorflow5
deep-learning5
keras4
neural-network4
dvc3
machine-learning3
data-science2
science2
python2
pytorch2
reinforcement-learning1
deep-reinforcement-learning1
Programming languages (4)
Github contributions (5)
thomasdunlap/tf2_course
Feb 2019 - Apr 2020
From Aurelien Geron's Tensorflow 2.0 and Keras
Contributions:22 commits, 22 pushes, 1 branch in 1 year 1 month
tensorflow-2-0tensorflowtensorflow2kerastensorflow-2
thomasdunlap/Autonomous-LiDAR-3D-Object-Detection
Dec 2021 - Aug 2022
Contributions:35 commits, 9 pushes, 1 branch in 8 months
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