David Skarbrevik
Senior Data Scientist
San Diego, California, United States
Summary
👤
Senior🎓
Top SchoolDavid Skarbrevik is a Senior Data Scientist in San Diego with nine years of experience building scalable AI and ML products across healthcare, defense, and e-commerce. He has led production-focused projects at CVS Health and Booz Allen, and at Amazon tackled terabyte-scale web data and trained transformer models for HTML document segmentation with high precision. His work spans building knowledge-graph-backed QA systems, computer vision pipelines for geolocation and damage assessment, and ML validation tooling that emphasizes reproducibility and operational metrics. Trained at UC Berkeley’s MIDS and UC San Diego in neuroscience, he combines strong experimental rigor with practical deployment experience, and he’s known for turning noisy, real-world datasets into reliable, interpretable systems.
9 years of coding experience
7 years of employment as a software developer
Master of Information and Data Science (MIDS), Master of Information and Data Science (MIDS) at UC Berkeley School of InformationUniversity of California San Diego
Stackoverflow
735reputation
95kreached
6answers
18questions
Github Skills (75)
bioinformatics9
modeling9
optimizer8
depth-estimation8
plotly8
parser8
flask8
python8
fairness-ml8
no-javascript8
charting8
react8
gui-framework8
finance8
jupyter8
Programming languages (3)
Github contributions (5)
dskarbrevik/League-of-Legends-Churn-Prediction
Apr 2018 - May 2018
Contributions:200 commits, 176 pushes, 2 branches in 29 days
dskarbrevik/dskarbrevik.github.io
Feb 2018 - Jan 2025
Contributions:21 pushes, 1 branch in 7 years
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