Experience

Intus Care

• United States
• Hospitals and Health Care
• 1 - 100 Employee

• Business Data Analyst II

  • Jun 2022 - Present

  Converted business requirements into compelling outcomes by producing analytical reports and building usage tracking dashboards.- Business Analytics: Delivered new preventative hospitalization reports by analyzing the relationship between 8 diagnosis types and expenses to a new consulting service line, reducing the potential costs by 1.8 million per annum.- Market Trend Analysis: Analyzed the market trend of elderly caregiving programs on electronic health records (EHR) and claims data to deliver the insights of marketing targets and underperformance factors. Communicated with the marketing director 2 times per week and assisted on new marketing plan drafting- Software Usage Tracking Dashboard: Built a software usage tracking dashboard summarizing 30-day retention rate, weekly login number and Ajax errors, improved the usage monitoring efficiency and ensured user experience Show less

• Healthcare Data Scientist Intern

  • Sep 2021 - Jun 2022

  Developed a data pipeline in Python/SQL to process electronic health records and built an automation tool for report generation- Data Pipeline: Developed a data pipeline in to process 40K+ raw electronic health records(EHR) and performed data transformation, cleaning and quality check, eliminating 1K+ discrepancies and potential medical incidents- Report Automation: Built an automated weekly-report generation tool to transform business metrics (acuity score, emergency room visit counts, inpatient counts, and falls counts), reducing the report running time by 70% Show less



Brown University School of Engineering

• United States
• Higher Education
• 1 - 100 Employee

• Research Assistant

  • Feb 2022 - Oct 2022

  Performed a linguistic analysis on the twitter data of Forbes Top 100 CEOs to determine psychometrically driven archetypes - Text Mining: Extracted 150K+ entries of Forbes Top 100 CEOs’ tweets and wrote a tweets parser transforming tweets into structured format for further processing - Archetypes Segmentation: Performed PCA analysis on quantitative emotional measures, and segmented the CEOs into 5 meaningful archetypes (e.g. Gambler, Self-Actualizer, Greyhound, and etc.), explaining 80% of the total variance - Archetype Dashboard: Built a Tableau dashboard demonstrating the change of emotional attributes over time, highlighting the changes in linguistic measures comparing to prior research Show less