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I am a data scientist and statistician with more than 20 years of experience applying quantitative methods to healthcare, education, business and policy research. I specialize in research design, statistical modeling, text analysis, and AI-powered analytics, with a strong track record of turning complex data into actionable insights. I currently lead data science and statistical support at Harvard Business School's Research Computing Services, mentor doctoral students, and contribute to workshops on NLP, transformers, Python, SQL, R, and visualization. I enjoy collaborating with faculty and researchers to solve challenging problems and publish rigorous results.…I am a data scientist and statistician with more than 20 years of experience applying quantitative methods to healthcare, education, business and policy research. I specialize in research design, statistical modeling, text analysis, and AI-powered analytics, with a strong track record of turning complex data into actionable insights. I currently lead data science and statistical support at Harvard Business School's Research Computing Services, mentor doctoral students, and contribute to workshops on NLP, transformers, Python, SQL, R, and visualization. I enjoy collaborating with faculty and researchers to solve challenging problems and publish rigorous results.

user1397088

Data Scientist, Data Analyst, AI Strategy Consultant, +3

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I am a data scientist and statistician with more than 20 years of experience applying quantitative methods to healthcare, education, business and policy research. I specialize in research design, statistical modeling, text analysis, and AI-powered analytics, with a strong track record of turning complex data into actionable insights. I currently lead data science and statistical support at Harvard Business School's Research Computing Services, mentor doctoral students, and contribute to workshops on NLP, transformers, Python, SQL, R, and visualization. I enjoy collaborating with faculty and researchers to solve challenging problems and publish rigorous results.…I am a data scientist and statistician with more than 20 years of experience applying quantitative methods to healthcare, education, business and policy research. I specialize in research design, statistical modeling, text analysis, and AI-powered analytics, with a strong track record of turning complex data into actionable insights. I currently lead data science and statistical support at Harvard Business School's Research Computing Services, mentor doctoral students, and contribute to workshops on NLP, transformers, Python, SQL, R, and visualization. I enjoy collaborating with faculty and researchers to solve challenging problems and publish rigorous results.

Available to hire

I am a data scientist and statistician with more than 20 years of experience applying quantitative methods to healthcare, education, business and policy research. I specialize in research design, statistical modeling, text analysis, and AI-powered analytics, with a strong track record of turning complex data into actionable insights.

I currently lead data science and statistical support at Harvard Business School’s Research Computing Services, mentor doctoral students, and contribute to workshops on NLP, transformers, Python, SQL, R, and visualization. I enjoy collaborating with faculty and researchers to solve challenging problems and publish rigorous results.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Language

Chinese

Advanced

Work Experience

Lead Statistician/Data Scientist at Harvard Business School, Research Computing Services

January 1, 2017 - Present

Provide research design and methodological consulting to faculty and doctoral students; perform statistical programming, modeling, and text analysis on faculty projects; serve as the team’s AI (LLM) expert; execute database programming and MariaDB administration; review faculty papers and assist in addressing reviewers’ comments; conduct data wrangling and visualization; train and coach doctoral students and research associates; lead and assist in IQSS/HBS workshops on NLP, transformers, Python, SQL, R, Stata, web-scraping, data wrangling, and visualization.

Business Information Analyst at Baker Research Services, Harvard Business School

January 1, 2009 - January 1, 2017

Delivered customized, accurate research to faculty proxies and doctoral students; trained and advised on key financial research database systems, programming, and visualization; developed open-source datasets for HBX CORe; managed data for major HBS surveys and initiatives; demonstrated independent work ethic and strong collaboration within a team.

Performance Improvement Coordinator (Independent Contractor) at Hawaii Emergency Physicians Associated, Inc.

January 1, 2007 - January 1, 2009

Created and managed a complex database to monitor site and physician performance across four sites; conducted monthly statistical analyses and visualizations; collaborated with management to monitor operational, administrative, financial, and clinical performance; identified deficiencies and recommended interventions.

Research Statistician at Quality Management, Hilo Medical Center

January 1, 2006 - January 1, 2007

Created and managed databases for QM, RM, and medical staff office; monitored monthly/quarterly JCAHO performance measures; produced reports on physician performance and clinical activity; conducted correlations and trend analyses; contributed to HMSA Quality Award applications; supervised junior staff.

Statistician at The Pooling Project of Prospective Studies of Diet and Cancer, Harvard School of Public Health

January 1, 2002 - January 1, 2006

Maintained and updated a complex research database from 18 international studies; conducted Cox proportional hazards analyses on multiple topics; maintained SAS macros; presented findings; trained postdoctoral fellows and doctoral students; performed manuscript reviews and supported data management.

Business Information Analyst at Harvard Business School, Baker Research Services

January 1, 2009 - December 31, 2017

Provided highly customized, accurate, comprehensive research in a timely and innovative manner to faculty, proxies, and doctoral students by utilizing expertise in finance, economics, accounting and programming; trained doctoral students; developed open-source datasets for HBX CORe; performed data management, analyses and produced high-quality visualizations for HB surveys and initiatives; managed complex databases and produced visuals for the Dean’s Office and major initiatives such as Gender Initiative, W50, ER Fortune 500, and the U.S. Competitiveness Study; demonstrated ability to work independently as well as in teams.

RESEARCH STATISTICIAN at Hilo Medical Center

January 1, 2006 - December 31, 2007

Created and managed databases for quality management, risk management, and medical staff office; updated monthly/quarterly JCAHO performance measures; created and presented reports regarding physician performance and clinical usage; conducted correlations and trends analyses; supervised junior statistician and clerk.