Dan Ruderman
Distinguished Scientist at Roche
Los Angeles, California, United States
Summary
👤
Senior🎓
Top SchoolDan Ruderman is a Distinguished Scientist and strategy-focused team leader who applies a PhD physicist’s rigor to cross-disciplinary cancer research, specializing in machine learning and AI for image understanding. With over a decade in biomedical data science and 35+ years of software development experience, he has led digital pathology and computational sciences teams at Genentech and now Roche, translating complex experiments into robust analytic workflows. He combines Bayesian data analysis, experimental design, and process optimization to bridge wet-lab biotechnologies and production-ready algorithms. Early work ranges from motion-capture and computer graphics at Disney to high-resolution mass-spec biomarker discovery, reflecting a habit of moving between domains to invent practical solutions. Known for hands-on debugging of experiments and building multispectral and imaging systems, he excels at turning noisy biological data into actionable decisions. Based in Los Angeles, he brings a rare blend of academic depth, industry leadership, and cross-modal engineering creativity.
10 years of coding experience
18 years of employment as a software developer
Doctor of Philosophy - PhD Physics, Doctor of Philosophy - PhD Physics at University of California, Berkeley
Spanish, Italian, French
Github Skills (40)
image-analysis10
spss10
sas10
r10
data-visualisation10
tidyverse10
tidy10
dplyr10
parsing10
csv10
microscopy10
python9
neuroimaging9
grammar9
wolfram-language8
Programming languages (4)
Github contributions (5)
DanRuderman/EmComMap
Dec 2018 - Jul 2022
Contributions:3 releases, 11 commits, 15 pushes in 3 years 7 months
DanRuderman/ggplot2
Jul 2015 - Oct 2016
Contributions:29 pushes, 4 branches in 1 year 3 months
grammar-of-graphicsgrammargraphics
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.