Chun Liu Email and Phone Number
Chun Liu work email
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Chun Liu personal email
I'm a Senior Product Development Manager passionate about driving business growth. With a proven track record of managing campaign measurement portfolio and defining impact evaluation strategies, I thrive on helping businesses achieve their full potential through effective patient engagement and script growth. My robust background in quantitative analysis and experimental design, coupled with my understanding of business processes and product development, allows me to excel in successfully completing this job.My core skills in experiment design & data science:• Setting randomized controlled trials (RCT) or A/B testing in business impact evaluation• Managing a portfolio of campaign measurement to avoid cross-contamination & extract insight• Cross-functional collaboration• SQL for big data query & PySpark for big data analysis• Statistics (Z-test, T-test, regression, power analysis, etc.) for data interpretationAdditional data skills included:• Machine Learning (Logistic regression, Random forest classifier, K-means clustering, etc)• Natural Language Processing (NLP) combined with Neural Network / Deep Learning (DL)• Exploratory Data AnalysisFor my academic background, I was a biophysicist with 6 years of experience in the quantitative area of protein-lipid interactions and interfacial enzyme kinetics; Experience in quantitative image data processing, theoretical modeling, and experiment design. Additional 3 years of research experience in spectroscopy and its application for drug effect evaluation and enzyme function studies.email: chunliuds@gmail.com
Cvs Health
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Cvs HealthCambridge, Ma, Us -
Product Development Sr. Manager - Impact EvaluationCvs Health Feb 2023 - PresentWoonsocket, Ri, Us• Defining, implementing, and refining portfolio-level impact evaluation strategy to enhance the rigor, consistency, and efficiency of existing evaluation practices• Executing robust analyses that deliver actionable insights to business stakeholders on program performance, patient behavior, and profitability• Measuring the effects and outcomes of specific programs or interventions implemented by business teams, understanding cause-and-effect relationships and providing evidence-based insights on the success or failure of projects• Conducting experimental design for A/B testing in marketing campaign; assessing the feasibility of the tests and proactively address any technical challenges that may hinder the experiment -
Data Scientist - L5Amgen Sep 2021 - Feb 2023Thousand Oaks, Ca, Us -
Data Scientist - L4Amgen Sep 2019 - Aug 2021Thousand Oaks, Ca, Us• Worked collaboratively in a cross-functional team to prototype and industrialize enterprise product surveillance tool, which was selected as the first-place winners (4 out of 383 initiatives)• Developed strategy, analytical tools (NLP, Graph Network), and user interface for post-market surveillance of adverse events and product complaints, achieving the goal of holistic surveillance and patient safety improvement; Built adverse event profiles of drugs for similar combination products comparison with FDA Adverse Event Report System (FAERS) data• Built data pipeline for analyzing patients' feedback with natural language processing (NLP) and neural network/deep learning (BERT), saving over 50% of time for subject-matter experts on text data reading. • Analyzed thousands of text data with topic modeling (CorEx, NMF model) to classify documents into different topics, reducing analysts efforts on data reading• Applied machine leaning (XGBoost / random forest model) to predict patients' feedback -
Health Data Science FellowInsight Data Science Jan 2019 - Aug 2019San Francisco, Ca, Us• Built a Dash web app to visualize each individual patient’s key epigenomic data and kidney cancer diagnosis, acting as a second method to double check the clinical diagnosis result.• Tested several different combinations of dimension reduction methods (PCA, LDA, Kruskal- Wallistest) and classifiers (Logistic regression, LDA, QDA, Random forest) in Python; combinations of Kruskal-Wallis test and random forest classifier have highest accuracy in predicting tumor stage• Analyzed 208 patients with over 20,000 genes methylation data and identified 20 genes as keyfeatures for kidney tumor stage prediction; accuracy of prediction is over 70% -
Graduate Research FellowUniversity Of Pennsylvania 2012 - 2018Philadelphia, Pa, Us• Proposed a minimal kinetic model with differential equations to simulate cell polarization, which isimportant in directed cell migration and cancer metastasis• Built nonlinear multivariate regression models using MATLAB for interfacial enzyme kinetics datafitting; extracted key enyzme binding and catalytic features for predictive modeling• Quantitatively analyzed thousands of time-lapse fluorescence images and extracted key enzymefeatures; identified how fast the lipids are phosphorylated or dephosphorylated by enzyme -
Teaching AssistantUniversity Of Pennsylvania Sep 2012 - Dec 2016Philadelphia, Pa, Us• Conveyed sophisticated chemistry ideas and explain detailed experimental procedures clearly.• Demoed experiments to show students how to conduct chemical reactions and analysis safely. -
Research AssistantNational Taiwan University Feb 2011 - Jun 2012Taipei, Northern Taiwan, TwUsing steady-state and ultrafast spectroscopy method to characterize the photophyiscal properties of different compounds, which have applications to developing new materials and unveiling the mechanism of enzyme function.Ultrafast spectroscopy:• Time-correlated single photon counting (TCSPC)• Fluorescence upconversion
Chun Liu Skills
Chun Liu Education Details
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University Of PennsylvaniaPhysical Chemistry / Biophysics -
National Taiwan UniversityPhysical Chemistry -
National Taiwan UniversityBiochemistry
Frequently Asked Questions about Chun Liu
What company does Chun Liu work for?
Chun Liu works for Cvs Health
What is Chun Liu's role at the current company?
Chun Liu's current role is Sr. Manager of Product Development @ CVS l Business Impact Evaluation in Pharmacy Growth | Data Science - Data Driven Decision Making.
What is Chun Liu's email address?
Chun Liu's email address is cl****@****gen.com
What schools did Chun Liu attend?
Chun Liu attended University Of Pennsylvania, National Taiwan University, National Taiwan University.
What skills is Chun Liu known for?
Chun Liu has skills like Data Analysis, Research, Biochemistry, Python, Modeling And Simulation, Fluorescence Microscopy, Enzyme Kinetics, Model Lipid Membrane, Biophysics, Machine Learning, Model Making, Spectroscopy.
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