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 (18)
python9
machine-learning9
tensorflow9
deep-learning9
tflearn8
neural-network8
data-science8
ml7
deep-neural-networks7
api7
matrix3
ipynb3
graph-analysis2
linear-algebra2
suitesparse2
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
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