Samuel Randall
Principal Applied Scientist at BluelightAI
Menlo Park, California, United States
Summary
👤
Senior🎓
Top SchoolSamuel Randall is a Principal Applied Scientist based in Menlo Park with 10 years of experience applying first-principles reasoning to build high-performance, production-ready ML systems and prototypes. At BluelightAI he has progressed from hands-on engineering to leading generative AI initiatives, co-leading commercial engagements and designing product schemas that bridge research and go-to-market efforts. He has a strong background in rapid prototyping—shipping an iOS fever-detection MVP in six weeks and creating automated error-analysis tooling and data-augmentation pipelines that measurably improve classifier performance. Trained in computational and mathematical engineering at Stanford and applied math/public health at Johns Hopkins, he combines rigorous quantitative foundations with product-focused iteration and customer feedback loops. Notably, he pairs graph/layout algorithm improvements and scalable data-scraping strategies with mentorship and team-building to turn ambiguous, weakly labeled data into actionable model improvements.
9 years of coding experience
2 years of employment as a software developer
Johns Hopkins UniversityHigh School, Mathematics and Computer Science, High School, Mathematics and Computer Science at Amherst CollegeHigh School, Graduated with a 3.9 GPA, High School, Graduated with a 3.9 GPA at Amherst Regional High SchoolMaster of Science - MS, Computational and Mathematical Engineering, Master of Science - MS, Computational and Mathematical Engineering at Stanford University
English, French
Github Skills (12)
react9
react-native9
docusaurus9
rackspace9
css6
bootstrap6
voting5
marketing5
bootstrap-theme5
solidity3
blockchain3
ethereum3
Programming languages (5)
Github contributions (5)
SamuelRandall/Website
Oct 2019 - Aug 2021
Contributions:34 pushes, 1 branch in 1 year 9 months
SamuelRandall/zoolander
Jun 2016 - Jul 2016
Contributions:36 pushes, 18 branches in 1 month
bootstrap4bootstrap5components-themecssbrand
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