Profile

Work Experience Link to heading

Deloitte

Deloitte & Touche

Technology Strategy & Transformation Intern
Taipei, Taiwan | Oct. 2025 – Jan. 2026
Deloitte & Touche
  • AI Product Development: Designed and developed a generative AI-powered interview chatbot to support structured qualitative interview analysis, delivering a functional prototype for future deployment.
  • Competitive Benchmarking: Conducted research on generative AI deployment architectures and open-source LLM adoption strategies, identifying AI partnership opportunities for Taiwanese financial institutions.
  • Strategic Analysis: Estimated market size, implementation costs, and potential consulting revenue associated with AI deployment to small financial institutions and presented the business case to senior management, scoping $1MM+ in firm revenue.
  • Performance Analysis: Researched performance evaluation frameworks to assess clients across airports, museums, and government agencies, supporting benchmarking and best-practice recommendations.
IPG Mediabrands

IPG Mediabrands

Digital Assistant Intern
Taipei, Taiwan | Jul. 2024 – Nov. 2024
IPG Mediabrands
  • Data Analysis: Analyzed Google and Meta advertising performance data to identify underperforming campaigns and recommend optimization opportunities, improving KPIs such as click-through rate and view-through rate.
  • Process Automation: Built Python web scraping scripts to automate data collection from Google and Meta platforms, improving accuracy of weekly reports and reducing manual effort by 50%.

Education Link to heading

Carnegie Mellon University

Carnegie Mellon University - Tepper School of Business

Master of Science in Business Analytics
Pittsburgh, PA | Aug. 2026 – May 2027
Carnegie Mellon University
  • Achievement: Tri-State Capital MS Case Competition 2026 - 1st Place Winner.
  • Relevant Coursework: Business Fundamentals, Machine Learning Fundamentals, Modern Data Management.
National Tsing Hua University

National Tsing Hua University

Bachelor of Arts in Economics
Hsinchu, Taiwan | Sep. 2021 – Jun. 2025
National Tsing Hua University Graduation
  • Certificate: Data Science Program Certificate (18 credits).
  • Honor: Academic Excellence Award, 2021 (Top 1% of Students).
  • Leadership: Data Science Club Co-Founder.
  • Relevant Coursework: Linear Algebra, Mathematical Statistics, Statistical Data Analysis, Econometrics, Programming in Python, Programming for Business Analytics.

Leadership Link to heading

NTHU Data Science Club

NTHU Data Science Club

Co-Founder | Marketing Director | Project Member
Hsinchu, Taiwan | Aug. 2024 – Jun. 2025
NTHU Data Science Club
  • Data Analysis: Analyzed 1.5MM+ coffee retail invoice records to identify customer segments and preferences using RFM analysis and data visualization, generating industry insights used by LnData to attract new business.
  • Leadership: Established partnerships with 7 companies, securing 5 industry mentors to support long-term academia-industry collaboration.
  • Marketing: Developed learning materials on core data science topics for 200+ students and promoted content on LinkedIn and Instagram, supporting member training and development.

Skills Link to heading

  • Technical Skills: Python, R, SQL, Tableau, Excel
  • Languages: English, Mandarin

Additional Information Link to heading

  • Financial Management Associate Certificate from the Committee for Advanced Financial Management
  • Interests: Piano (Yamaha Grade 6 Certification), Dance (Popping Style)