Sean Sall
Staff Machine Learning Engineer at Videa
Berkeley, California, United States
Summary
👤
Senior🎓
Top SchoolSean Sall is a Staff Machine Learning Engineer based in Berkeley with over a decade building and deploying FDA-cleared medical imaging models and production ML systems. He combines deep ML fundamentals with software engineering rigor to optimize model latency, scalability, and tooling—recently cutting response times 2.5x and enabling 10x faster image iteration for clinical products. Sean has led end-to-end yield and outcomes prediction projects in agritech and medical imaging, and he’s designed cloud pipelines that reduced data ingestion from days to hours. He’s experienced in ML infrastructure, MLOps, and team leadership, having mentored engineers and managed model deployments that supported fundraises and regulatory approvals. Motivated by climate impact, his GitHub bio signals a drive to apply ML toward reversing climate change, reflecting a broader interest beyond healthcare. Practical, product-focused, and regulatory-savvy, he excels at turning complex research into reliable, scalable production systems.
11 years of coding experience
8 years of employment as a software developer
Bachelor of Arts, Economics, Bachelor of Arts, Economics at University of Notre Dame
Stackoverflow
1reputation
0reached
3answers
0questions
Github Skills (74)
python10
deep-learning10
coco10
webscraper10
ml10
neural-network10
jax10
data-science10
tensorflow10
pytorch10
machine-learning10
deep-neural-networks10
linear-regression9
api9
science9
Programming languages (5)
Github contributions (5)
sallamander/web-scrapers
Dec 2015 - Aug 2016
A repo for all of the web-scrapers I've ever built
Contributions:159 commits, 154 pushes, 1 branch in 8 months
webscraper
sallamander/just-enough
Jul 2015 - May 2016
Contributions:78 commits, 74 pushes, 4 branches in 10 months
eyelinuxpokecheatsheet
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.