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Zhen Liu Email & Phone Number
Machine Learning Engineer
at
Genentech
LinkedIn matched
✓ Verified May 2026
3 data sources
Profile completeness 86%
Current company
Role
Machine Learning Engineer
Location
Pittsburgh, Pennsylvania, United States
Company size
Who is Zhen Liu? Overview
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Quick answer
Zhen Liu is listed as Machine Learning Engineer at Genentech, a company with 18231 employees, based in Pittsburgh, Pennsylvania, United States. AeroLeads shows a matched LinkedIn profile for Zhen Liu.
Zhen Liu previously worked as Machine Learning Scientist at Insitro and Graduate Research Assistant at Carnegie Mellon University. Zhen Liu holds Doctor'S Degree, Computational Chemistry (Major) & Machine Learning (Minor), 3.5/4.0 from Carnegie Mellon University.
Company email context
Email format at Genentech
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Genentech
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Profile bio
About Zhen Liu
Zhen is a Ph.D. candidate specializing in machine learning and molecular science. His research is centered on applying machine learning to overcome the accuracy-efficiency tradeoff in conventional computational methods.He excels in the complete pipeline of ML development, encompassing dataset preparation, model implementation, training, evaluation, and visualization. His portfolio spans a wide array of projects, such as low-energy 3D molecular structure generation utilizing neural network potential, molecular ADMET property optimization through reinforcement learning, prediction of reaction yields, design of molecular descriptors, and image deblurring employing latent diffusion models, among others.His research has led to 8 peer-reviewed publications/conference papers. He has developed a strong foundation in deep learning knowledge and practical skills, and is committed to pushing the boundaries of ML capabilities and making meaningful contributions to the scientific community.
Current workplace
Zhen Liu's current company
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Genentech
7 roles
Zhen Liu work experience
A career timeline built from the work history available for this profile.
Machine Learning Scientist
Graduate Research Assistant
- ML model implementation, training and evaluation;
- Python package developer and maintainer;
- Molecular reactivity prediction;
- Machine learning interatomic potential development.
Aug 2019 - Aug 2024
Course Assistant
- Guest instructor for graduate Course: HPC and Data in Drug Discovery and Delivery (2022 Fall)
- TA for Graduate Course: Neural Networks and Deep Learning in Science (2022 - 2023)
Aug 2019 - Jun 2023
Machine Learning Engineer
- Reinforcement learning;
- Generative model;
- Molecular property optimization.
May 2023 - Aug 2023
Undergraduate Researcher
- Asymmetric synthesis of pyrroidine-indole (a bioactive scaffold) via organic bifunctional catalysis;
- Visible-light driven water oxidation (producing hydrogen and oxygen) catalyzed by Co3O4 nanocrystals.
Sep 2016 - Jun 2019
Undergraduate Researcher
- Transformed linear peptides into helices via biphenyl linkers and examined their binding affinity to MDM2 Protein.
Feb 2018 - Jul 2018
Team & coworkers
Colleagues at Genentech
Other employees you can reach at gene.com. View company contacts for 18231 employees →
BB
Brandon Butler
Colleague at Genentech
Oceanside, California, United States, United States
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CT
Chikara Takahashi
Colleague at Genentech
South San Francisco, California, United States, United States
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OR
Otto Raabe
Colleague at Genentech
United States, United States
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AA
Antonio Abregana
Colleague at Genentech
South San Francisco, California, United States, United States
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JT
Joni Tsukuda
Colleague at Genentech
San Jose, California, United States, United States
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EM
Eduardo Montes
Colleague at Genentech
Albany, California, United States, United States
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SD
Shawn Doyle
Colleague at Genentech
Portland, Oregon, United States, United States
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MC
Marissa Chou
Colleague at Genentech
San Francisco Bay Area, United States
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NM
Natasha Miley
Colleague at Genentech
San Francisco, California, United States, United States
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OD
Olinda Davenport
Colleague at Genentech
San Francisco Bay Area, United States
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Brandon Butler
Colleague at Genentech
Oceanside, California, United States, United States
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CT
Chikara Takahashi
Colleague at Genentech
South San Francisco, California, United States, United States
View →
OR
Otto Raabe
Colleague at Genentech
United States, United States
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AA
Antonio Abregana
Colleague at Genentech
South San Francisco, California, United States, United States
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JT
Joni Tsukuda
Colleague at Genentech
San Jose, California, United States, United States
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EM
Eduardo Montes
Colleague at Genentech
Albany, California, United States, United States
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SD
Shawn Doyle
Colleague at Genentech
Portland, Oregon, United States, United States
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MC
Marissa Chou
Colleague at Genentech
San Francisco Bay Area, United States
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NM
Natasha Miley
Colleague at Genentech
San Francisco, California, United States, United States
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OD
Olinda Davenport
Colleague at Genentech
San Francisco Bay Area, United States
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2 education records
Zhen Liu education
Doctor'S Degree, Computational Chemistry (Major) & Machine Learning (Minor), 3.5/4.0
Bachelor'S Degree, Chemistry, 4.6/5.0
FAQ
Frequently asked questions about Zhen Liu
Quick answers generated from the profile data available on this page.
What company does Zhen Liu work for?
Zhen Liu works for Genentech.
What is Zhen Liu's role at Genentech?
Zhen Liu is listed as Machine Learning Engineer at Genentech.
Where is Zhen Liu based?
Zhen Liu is based in Pittsburgh, Pennsylvania, United States while working with Genentech.
What companies has Zhen Liu worked for?
Zhen Liu has worked for Genentech, Insitro, Carnegie Mellon University, Cellarity, and Lanzhou University.
Who are Zhen Liu's colleagues at Genentech?
Zhen Liu's colleagues at Genentech include Brandon Butler, Chikara Takahashi, Otto Raabe, Antonio Abregana, and Joni Tsukuda.
How can I contact Zhen Liu?
You can use AeroLeads to view verified contact signals for Zhen Liu at Genentech, including work email, phone, and LinkedIn data when available.
What schools did Zhen Liu attend?
Zhen Liu holds Doctor'S Degree, Computational Chemistry (Major) & Machine Learning (Minor), 3.5/4.0 from Carnegie Mellon University.
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