John Bradshaw
California, United States
Summary
🤩
RockstarJohn Bradshaw is a machine learning scientist with a decade of experience applying computational methods to chemistry and biology for drug discovery, currently on the Prescient Design team at Genentech. He combines deep academic training—a PhD from the University of Cambridge, a postdoc at MIT, and a research placement at the Max Planck Institute—with practical ML model development aimed at accelerating therapeutic design. Comfortable bridging theory and practice, he develops tailored algorithms that address domain-specific challenges in molecular data and biochemical prediction. Based in California, he brings both rigorous research instincts and industry-oriented delivery to high-impact projects in biotech.
10 years of coding experience
Github Skills (39)
bayesian-statistics10
manifold10
information-theory10
stochastic-processes10
gpflow10
gaussian10
variational-inference9
python9
gaussian-processes9
tsne9
arxiv9
convolution9
numba8
finite-element-analysis8
scientific-computing8
Programming languages (1)
Github contributions (5)
john-bradshaw/john-bradshaw
Feb 2017 - Feb 2025
Contributions:9 pushes, 1 branch in 8 years 1 month
john-bradshaw/synthesis-dags
Oct 2020 - Jun 2022
Code for our paper "Barking up the right tree: an approach to search over molecule synthesis DAGs"
Contributions:6 commits, 2 PRs, 5 pushes in 1 year 7 months
cheminformaticsrnaseqdrug-discoveryapproachsynthesis
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.