Adam Weiner
Bioinformatics Fellow
San Francisco, California, United States
Summary
👤
Senior🎓
Top SchoolAdam Weiner is a Bioinformatics Fellow with eight years of experience applying machine learning and Bayesian modeling to cancer and immune system biology across top institutions including UCSF-Gladstone, Stanford, and Memorial Sloan Kettering. He builds probabilistic and deep learning models that integrate live-cell imaging and genomic data to inform safer, more effective immunotherapies and to dissect cancer evolution, copy-number dynamics, and replication timing. Trained in computational biology (PhD) and bioengineering (BS, UCLA), he blends quantitative rigor with wet-lab intuition from engineering mutant cytokines to translational postdoctoral projects. Known for translating complex datasets into actionable biological insight, he balances methodological innovation with a clear therapeutic focus on complex diseases. An often-overlooked strength is his fluency in both Bayesian and tensor-factorization approaches, enabling creative cross-disciplinary solutions.
8 years of coding experience
3 years of employment as a software developer
Bachelor of Science (B.S.), Bioengineering and Biomedical Engineering, Bachelor of Science (B.S.), Bioengineering and Biomedical Engineering at University of California, Los Angeles
Github Skills (28)
bayesian10
probabilistic-programming9
variational-inference9
probabilistic-models9
probabilistic9
probabilistic-graphical-models9
density-estimation9
bayesian-inference9
python8
deep-learning8
machine-learning8
pytorch8
fuse8
macos6
markov6
Programming languages (5)
Github contributions (5)
adamcweiner/adamcweiner.github.io
Oct 2020 - Jan 2025
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Contributions:2 PRs, 20 pushes, 2 branches in 4 years 3 months
templategithub-pages-templatemmistakesmistakesjekyll
shahcompbio/scdna_replication_tools
Apr 2023 - Jul 2024
Tools for assigning S-phase cells to clones and inferring single-cell replication timing (scRT) profiles
Contributions:1 release, 4 PRs, 47 pushes in 1 year 3 months
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