Scott Tyler
Senior Principal Scientist at IDEAYA Biosciences
San Francisco, California, United States
Summary
👤
Senior🎓
Top SchoolScott Tyler is a Senior Principal Scientist with 12 years of cross-disciplinary experience spanning chemistry, bench molecular biology, and computational methods focused on single-cell and spatial multi-omics for precision oncology. He designs experiments, develops machine learning algorithms and statistical best-practices, and translates large NGS datasets into bench-testable hypotheses—particularly around immune activation and T-cell receptor diversity. Based in San Francisco, he has led single-cell -omics programs at IDEAYA and produced influential academic work at Mount Sinai tying method development to biological insights. His uncommon blend of hands-on bench skills and algorithm development enables tight collaboration with immunologists and cross-functional teams to rapidly prototype and validate new spatial transcriptomics approaches.
12 years of coding experience
6 years of employment as a software developer
BS Biology, BS Biology at West Chester University of PennsylvaniaUniversity of Iowa
Github Skills (15)
python9
machine-learning9
deep-learning8
neural-network8
tflearn8
tensorflow8
deep-neural-networks7
ml7
data-science6
suitesparse3
matrix2
linear-algebra2
ipynb2
graph-algorithms1
graph-analysis1
Programming languages (2)
Github contributions (5)
scottyler89/PercentMaxDiff
Nov 2020 - Nov 2022
Contributions:5 pushes, 1 branch in 2 years
scottyler89/PyMINEr
Nov 2013 - Feb 2014
Contributions:4 commits in 3 months
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.