Work Experience

 
 
 
 
 
DATA 21100 (Winter 2023) Mathematical Methods for Data Science I Teaching Assistant
Jan 2023 – Mar 2023 Chicago

Responsibilities include:

  • Led weekly discussion sessions and office hours to help students better understand the course materials about mathematics in data science
  • Organized course materials on Canvas and Slack to help students know where to find the right resources
  • Graded students' exams and provide comprehensive feedback on their work
 
 
 
 
 
MPCS 51230 (Winter 2023) User Interface and User Experience Design Teaching Assistant
Jan 2023 – Mar 2023 Chicago

Responsibilities include:

  • Graded students' UI/UX assignments and assisted the professor with the instruction of the course
 
 
 
 
 
CMSC 20300 (Autumn 2022) Introduction to Human-Computer Interaction Teaching Assistant
Sep 2022 – Dec 2022 Chicago

Responsibilities include:

  • Led weekly office hours to help students better understand the course materials about data science
  • Organized course materials on Canvas and Wiki to help students know where to find the right resources
  • Graded students' in-class exercises, projects and quizzes and provide comprehensive feedback on their work
 
 
 
 
 
DATA 21200 (Spring 2022, Spring 2023) Mathematical Methods for Data Science II Teaching Assistant
Mar 2022 – Jun 2023 Chicago

Responsibilities include:

  • Led weekly discussion sessions and office hours to help students better understand the course materials about mathematics in data science
  • Organized course materials on Canvas and Slack to help students know where to find the right resources
  • Graded students' exams and provide comprehensive feedback on their work
 
 
 
 
 
CMSC 11800 (Winter 2022) Introduction to Data Science I Teaching Assistant
Jan 2022 – Mar 2022 Chicago

Responsibilities include:

  • Led weekly lab sessions and office hours to help students better understand the course materials about data science
  • Organized course materials on Canvas, Ed, and git to help students know where to find the right resources
  • Graded students' projects and exams and provide comprehensive feedback on their work
 
 
 
 
 
Data Science Fellow
Jun 2021 – Feb 2022 Chicago

Responsibilities include:

  • Iteratively prototyped, developed, and automated data insights pipelines for anomaly detection through Microsoft Azure Synapse Analytics and Apache Spark Databricks
  • Organized and structured large amounts of data into compelling reports and dashboards using SQL and Tableau
  • Prototyped algorithms to promote interactive use cases including intelligent outreach and dynamic personalization
 
 
 
 
 
CMSC 11900 (Winter 2021) Introduction to Data Science II Grader
Jan 2021 – Mar 2022 Chicago

Responsibilities include:

  • Graded students' programming assignments through Python and help with subversion, git, canvas, and gradescope to assist the professors with the instruction of the course
  • Assisted in lab sessions and answer student’s programming questions to help students better understand the course materials about data science
 
 
 
 
 
CMSC 11800 (Autumn 2020, 2021) Introduction to Data Science I Grader
Sep 2020 – Dec 2021 Chicago

Responsibilities include:

  • Graded students' programming assignments through Python and help with subversion, git, canvas, and gradescope to assist the professors with the instruction of the course
  • Assisted in lab sessions and answer student’s programming questions to help students better understand the course materials about data science and Machine Learning
 
 
 
 
 
Data Scientist
May 2020 – Sep 2020 Hong Kong

Responsibilities include:

  • Extracted 20+ years of raw financial data from 100K+ companies to calculate the financial metrics in each factor of the Fama and French model using SQL and Python
  • Identified and prioritized the most relevant metrics across 1000+ industries and sectors using XGBoost and Machine Learning models to ultimately predict stock price performance and risks
  • Presented optimization recommendations to minimize the calculation time for financial metrics via Cython
 
 
 
 
 
Financial Services Intern
Jun 2019 – Aug 2019 Taipei, Taiwan

Responsibilities include:

  • Analyzed and improved the marketing strategy of SCSB’s credit card to increase its reach, engagement, and sales through Google Analytics and AdWords
  • Researched on the performance of startups on OurCrowd (a SCSB-sponsored startup investing platform) to assist the investment team with adjusting the investment plans
  • Extracted data from the database to analyze target audience’s engagement with the online bank by Python
 
 
 
 
 
UChicago Peer Mentor & Advisory Board
Apr 2019 – Dec 2021 Chicago

Responsibilities include:

  • Led trainings for 100+ UChicago Peer Mentors and informed them of their responsibilities
  • Provided direct support and direction to the incoming first-years and transfer students by responding to their questions, as they complete various tasks related to their transition to the College and the University of Chicago