Zhen Wu
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Zhen Wu Email & Phone Number

Data Scientist at Genentech
Location: New Brunswick, New Jersey, United States 8 work roles 2 schools
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Current company
Role
Data Scientist
Location
New Brunswick, New Jersey, United States
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Who is Zhen Wu? Overview

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Zhen Wu is listed as Data Scientist at Genentech, a company with 18231 employees, based in New Brunswick, New Jersey, United States. AeroLeads shows a matched LinkedIn profile for Zhen Wu.

Zhen Wu previously worked as Clinical Data Scientist at Cims Global and Data Science Intern at Genentech. Zhen Wu holds Master Of Science - Ms, Biostatistics Data Science, 4.0 / 4.0 from Yale University.

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Genentech

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About Zhen Wu

Zhen Wu is a Data Scientist at Genentech.

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Genentech
Genentech
Data Scientist
Princeton, NJ, US
Website
Employees
18231
AeroLeads page
8 roles

Zhen Wu work experience

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Clinical Data Scientist

Current

New Jersey, United States

  • Assisted with the preparation of clinical/RWE study reports, Statistical Analysis Plans, manuscripts, and other scientific documents for 2 ongoing clinical trials.
  • Formulated and deployed 5 production-level R Shiny app deliverables with documentation, version control, and testing. Enhanced 3 statistical packages related to data preparation and data manipulation in R and Python.
  • Collaborated with client teams to clean clinical trial data from various sources, create 50+ statistical tables, figures, and listing in R, and debug 20+ issues in existing R functions.
Mar 2024 - Present

Data Science Intern

San Francisco, California, United States

  • Originated 10+ new functions to help generate more “reasonable” synthetic data based on the current R package, which creates synthetic patient data from SDTM specifications for e-CRF.
  • Extracted mean and standard deviation for numeric variables from 100k+ real-world patient data and randomly generated synthetic data under normal distribution. Stored 15 string values for each character variable from.
  • Extended the package to create synthetic data for non-CRF by designing new variable mapping methods and implementing the above functions used to generate “reasonable” data.
  • Published the code on GitHub using unit tests and CI/CD pipelines. Debugged 15+ issues regarding the R package reported to the GitHub repo.
Jun 2023 - Mar 2024

Research Assistant

New Haven, Connecticut, United States

  • Taught the research team data analysis with R and hypothesis testing.
  • Performed data cleaning, survival analysis, and KM curve visualization on clinical data obtained from peripheral artery disease patients.
  • Published paper 'Comparative Outcomes of Peripheral Vascular Intervention in Patients on Chronic Anticoagulation With Factor Xa Inhibitors and Vitamin K Antagonists'.
Sep 2022 - Nov 2023

Research Assistant

Atlanta, Georgia, United States

  • Implemented the SIR model (Susceptible-Infective-Recovered) in MATLAB to model COVID-19 trends in the US.
  • Solved the linear system and plotted the numerical solution to test the model's consistency and accuracy.
  • Applied local mobility (state's inflow and outflow of people) into the model to achieve higher accuracy.
  • Prototyped an object-oriented solver featuring encapsulation and inheritance. The solver included the GU Class (local model) and the Domain Class (global model).
Feb 2021 - Dec 2021

Data Analyst Intern

China Central Depository & Clearing Corporation

Beijing, China

  • Initiated a project to retrieve warning messages from the SQL database and visualize them on the internal website.
  • Designed 8 backend JavaScript files connected to the SQL database using the Spring framework. Connected the backend to the frontend self-developed HTML file.
  • Delivered an interactive dashboard that tracked the website’s reliability and latency with statistical analysis in Python.
Jun 2021 - Aug 2021

Data Science Intern

New York, United States

  • Conducted data cleaning, missing data imputation and Exploratory Data Analysis on the last 5 years of MLB baseball player data using R and Microsoft Excel.
  • Developed a K-means clustering with K = 3 selected through the silhouette method to segment and label players based on their season performance, physical quality, and salary.
  • Constructed a logistic regression model to predict if a player was undervalued in the league, achieving an AUC of 0.8.
Sep 2020 - Dec 2020

Research Assistant

Beijing, China

  • Designed and launched a personal homepage with HTML and CSS3.
  • Prototyped a computer game (plane battling) with Python's game-writing module.
  • Worked on a video capturing project to design the metrics for analyzing jumping a rope, which belonged to a larger project - designing an AI diagnosis system that can help to identify Developmental Coordination Disorder.
May 2019 - Aug 2019
Team & coworkers

Colleagues at Genentech

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2 education records

Zhen Wu education

Master Of Science - Ms, Biostatistics Data Science, 4.0 / 4.0

Activities and Societies: Chinese Teaching Assistant

Bachelor Of Science - Bs, Applied Mathematics And Statistics, 3.8 / 4.0

Activities and Societies: International Student Advocacy Board, QTM 100 teaching assistant, Oxford organic farm

FAQ

Frequently asked questions about Zhen Wu

Quick answers generated from the profile data available on this page.

What company does Zhen Wu work for?

Zhen Wu works for Genentech.

What is Zhen Wu's role at Genentech?

Zhen Wu is listed as Data Scientist at Genentech.

Where is Zhen Wu based?

Zhen Wu is based in New Brunswick, New Jersey, United States while working with Genentech.

What companies has Zhen Wu worked for?

Zhen Wu has worked for Genentech, Cims Global, Yale University, Emory University, and China Central Depository & Clearing Corporation.

Who are Zhen Wu's colleagues at Genentech?

Zhen Wu's colleagues at Genentech include Andrea Adams, Jay Paul Singh, Kaitlyn Le, Dana Nevil, and Mary-Anne Del Barrio.

How can I contact Zhen Wu?

You can use AeroLeads to view verified contact signals for Zhen Wu at Genentech, including work email, phone, and LinkedIn data when available.

What schools did Zhen Wu attend?

Zhen Wu holds Master Of Science - Ms, Biostatistics Data Science, 4.0 / 4.0 from Yale University.

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