Data Scientist at Diamond Resorts™

- Envisions and builds advanced models and analytics to transform work practices, creating important business and customer value in the process.- Collaborates with team members to build machine learning solutions from development through validation and deployment.- Works with modern open source tools to explore unique and proprietary data sources to discover new relationships and actionable insights.


Diamond Resorts™

•	Led an Oncology Phase III clinical trial as the protocol programmer; provided comprehensive programming expertise to support the 4-year Overall Survival Follow-up database lock including ETL, Analytics, Reporting (tables, listings, graphics)•	Performed EDA, data validation, data visualization and statistical modeling (Proportional-Hazard Model) for several Phase III/IV clinical trials to support regulatory approval and market acceptance of BMS products•	Developed statistical reports to external viewers, including Annual Reports to FDA and publication of Clinical Trial Transparency results; presented statistical outputs to both technical (statisticians, external programming teams) and non-technical (medical teams) stakeholders•	Worked cross-functionally on ad-hoc requests, including developing statistical outputs for Oncologic Drugs Advisory Committee (ODAC) and Japanese Pharmaceuticals and Medical Devices Agency (PMDA)•	Leader of data de-identification program; successfully completed several data masking requests from external investigators including Cambridge University; developed detailed data de-identification workbook and provided guidance to new programmers•	Presented SAS programming lectures to SAS beginners; mentored intern on SAS Unix coding
    
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About us

  Bristol-Myers Squibb is a global biopharmaceutical company focused on discovering, developing and delivering innovative medicines for patients with serious diseases. Our medicines are helping millions of patients around the world in disease areas such as oncology, cardiovascular, immunoscience, fibrosis and others. We have built a sustainable pipeline of potential therapies, and are leveraging translational medicine and data analytics to understand how we can deliver the right medicine to the right patient at the right time to achieve the best outcome.

Through the Bristol-Myers Squibb Foundation, we also promote health equity and seek to improve health outcomes of populations disproportionately affected by serious diseases and conditions, giving new hope to some of the world’s most vulnerable people. Each day, our employees around the world work together for patients – it drives everything we do.


      Bristol Myers Squibb
  

•	Performed kinematic feature extraction, data transformation and conditioning, dimension reduction (PCA) for VA-ROBOTICS study•	Innovated two methods (based on Convex Hull and Mahalanobis Distance) to cluster movement directions based on features extracted from the kinematic record; built linear regression models using clustering results and improved goodness-of-fit (AIC, Extra Sum of Square F-test) in 70% of model testing; published peer-reviewed paper
    
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About us

  The U.S. Department of Veterans Affairs (VA) was established on March 15, 1989, succeeding the Veterans Administration. It is responsible for providing federal benefits to veterans and their families. Headed by the Secretary of Veterans Affairs, VA is the second-largest of the Cabinet departments and operates nationwide programs for health care, financial assistance and burial benefits. 

Of the 22.2 million veterans currently alive, nearly three-quarters served during a war or an official period of conflict. About a quarter of the nation's population is potentially eligible for VA benefits and services because they are veterans, family members or survivors of veterans. 

The responsibility to care for veterans, spouses, survivors and dependents can last a long time. Two children of Civil War veterans still draw VA benefits. About 184 children and widows of Spanish-American War veterans still receive VA compensation or pensions. 

VA's fiscal year 2013 spending is projected to be approximately $140 billion, including almost $64 billion in discretionary resources and nearly $76.4 billion in mandatory funding. The discretionary budget request represents an increase of $2.7 billion, or nearly 4.5 percent, over the 2012 enacted level.

Learn more at www.va.gov


      Veteran Administration
  

1. Secondary analysis of data from VA-ROBOTICS study (Clinical Trial NCT00372411).2. Developed analytical techniques for modeling kinematics of planar reaching movements.3. Developed two methods (based on Convex Hull and Mahalanobis Distance) for clustering movement directions based on features extracted from the kinematic record.4. Compare novel approach to the two existing approaches based on AIC.
    
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1. Write statistical analysis plans (SAP), protocols and clinical study report (CSR).2. Make tables, figures and lists.3. Cognition test result analysis with mixed effect models using SAS.


Cogstate

1. Teach graduate students in the School of Public Health to use R/SAS 2. Solve a variety of statistics/coding problems for students’ theses, homework, and other projects


Yale School of Public Health


      Yale University
  

Research Assistant of Yale Cancer Center2015 Biostatistics summer intern at Veterans Affairs, Cooperative Studies Program Coordinating Center (VA CSPCC)Research Assistant of the VA-ROBOTICS study, Clinical Trial NCT003724112016 Statistics intern at Cogstate Ltd.


For more than 300 years, Yale University has inspired the minds that inspire the world. Based in New Haven, Connecticut, Yale brings people and ideas together for positive impact around the globe. A research university that focuses on students and encourages learning as an essential way of life, Yale is a place for connection, creativity, and innovation among cultures and across disciplines.

Yale University

Excellent Award for the 5th Shanghai Innovative Practice Project IPP6098, 2013Received Yihai Kerry Scholarship in 2013Received B class School Scholarship in 2012Excellent Award for the 2011 Summer Practice Program


At present, the university comprises 20 academic schools, two directly affiliated departments and one graduate school. It also has a School of Continuing (adult) Education, School of Online Learning, School of International Education, and a Vocational School. There are 60 undergraduate programs, 179 master-degree programs, 6 professional master-degree programs, 22 disciplines and 143 sub-disciplines authorized to confer Ph.D degrees, 23 post-doctorate programs, 22 state key doctorate programs and six state key laboratories and four national engineering centers. Its total enrollment of full-time students amounts over 38,000. There are 19,432 undergraduates, 13,628 candidates for Master's Degree and Doctor's Degree and 2,080 foreign students.
      The university has more than 1,420 professors and associate professors, including 15 academicians of the Chinese Academy of Sciences, 20 academicians of the Chinese Academy of Engineering, seven chief scientists of the national 973 project and 31 "Cheung Kong Scholars"​.

Data Scientist at Diamond Resorts™

Diamond Resorts™

Data Scientist

Bristol Myers Squibb

Analyst

Veteran Administration

Research Assistant (Biostatistics)

Veteran Administration

Biostatistics Intern

Cogstate

Statistics Intern

Yale School of Public Health

Teaching Fellow

Yale University

Research Assistant

Yale University

Biostatistics

Master of Science - MS

Shanghai Jiao Tong University

Biotechnology

Bachelor of Science - BS