Currently

Since Aug '23 Healthverity Data QA Engineer

  • Led the design and development of a custom testing framework for data quality assurance and monitoring during a ~3TB data migration and overhaul project (Spark, Python, Databricks Unity Catalog)
  • Documented and communicated the approach and system design for the framework, enabling the integration of three other teams' workflows into the automated workflow
  • Developed a library of testing scripts to ensure adherence to the common data model (Python, pytest)
  • Conducted routine and ad-hoc quality analyses on incoming data, serving as a Subject Matter Expert (SME) for data and privacy concerns

Education

2018- 2022 University of Chicago B.S in Computer Science

  • Dean's List, National Merit Finalist
  • GPA: 3.74/4.00, GRE: 336/340, SAT: 1590/1600
  • Relevant Coursework
    • Machine Learning for Biomedicine, Database Systems, Data Engineering, Algorithms, Ethics of AI and Technology, Human-Computer Interaction

Work Experience

2022-Present Research Assistant, Johns Hopkins Hospital

  • Contributed to development and testing of the Perseus project, an open-source tool that abstracts ETL mapping processes between EHR systems (Typescript, Python, SQL)
  • Programmatically defined COVID-19 patient cohorts for use in Infectious Disease research (SQL)
  • Develop a Data-Quality Dashboard that automatically runs exploratory scripts to summarize patient level data (R)
  • Create a custom ETL mapping myositis patient data into a Common Data Model (SQL)
  • Build out a documentation engine, that complies ETL scripts into a fully rendered website (Python)

2021 Data Analytics Intern, United Nations Population Fund

  • Developed a qualitative data analytics procedure to extract insights from historical reports from UNFPA programs in public health (Python)
  • Implemented a pilot program for an ETL process using Natural Language Processing to summarize cataloged data of managerial training in Agile development
  • Created a detailed documentation of analytics methodology for future operations and knowledge management within UNFPA
  • Generated data-driven insights and present to subject matter experts/consultants through comprehensive and understandable reports
  • Proposed recommendations to Internal Management branch on future programs to implement, with goal of streamlining training towards results-based management

2020 Software Engineering Intern, NowPow

  • Collaborated with team of software engineers for Scrum-based full stack development
  • Implemented Admin interface features and pages (JavaScript)
  • Implemented front-end features for outpatient referral system (Vue.JS)
  • Created unit testing for back-end programs, and maintain dependency architecture for enterprise-level web app

2019-2020 Research Assistant, Clinical Data Analyst, University of Chicago Hospital

  • Collaborated with doctors and surgeons to develop solutions to improve patient data collection and streamline in-patient treatment
  • Created informational guides to help patients integrate within the hospital’s electronic health system
  • Developed an ETL process for patient medical information to evaluate surgical performance (Python)
  • Coded medical professional feedback of electronic health system to categorize complaints and prioritize fixes
  • Processed and contributed to research database of leukemia-related cases, to enhance usability for future studies utilizing the database

Additional Info

  • Coding: Proficient in Python, C, Rust. Some experience with SQL, C#, JavaScript, R
  • Projects: AWS-hosted chess.com data scraper (Python), RobinHood data scraper (Python), Roomba 3D simulation (Python), Q-Learning Robot (Python), Educational Video Game (C#)
  • Community and Leadership: UChicago Office of Special Programs (Educator), Glen Ellyn Children’s Resource Center (Volunteer Tutor), UChicago Wind Ensemble (Section Leader), Glenbard West Marching Band (Drumline Captain)
  • Interests: Chess, digital illustration. music composition, video game design
  • Languages: Proficient in Mandarin, Conversational in Spanish