Experience

Data Analyst Intern

Cathay Life Insurance Co., Ltd. · Taipei

  • Compared two property valuation models to identify which housing features drive the differences between their estimates.
  • Extended the comparison with spatial analysis to examine how model accuracy varies across districts, flagging locations where valuations are less reliable to support regional housing-risk assessment.

Corporate Banking Intern

Fubon Hua Yi Bank (富邦华一银行) · Tianjin

  • Independently authored the financial analysis section of a credit report for an A-share and H-share listed manufacturing conglomerate (registered capital: RMB 4B–5B), assessing a new RMB 100M–500M credit request at the pre-lending stage through three-statement analysis and key financial ratios; report reviewed before submission to the Credit Approval Department.
  • Assisted with processing of a domestic letter of credit (RMB 50M–100M) for a corporate client (registered capital: RMB 4B–5B), supporting transaction execution and system data entry.
  • Assisted with post-loan monitoring and anomaly analysis for a manufacturing client, compiling site visit findings, financial statement reviews, and cash-flow tracking data to support credit risk assessment and proposed covenant adjustments.
Financial Analysis Credit Analysis

Geospatial Analyst Intern

Cathay Life Insurance Co., Ltd. · Taipei

  • Conducted QGIS-based spatial analysis and spatial statistics on bank branch networks and shutdown points across 100+ outlets, using branch locations, ATM density and surrounding POI patterns to support industry and corporate strategy research.
  • Analyzed 30,000+ anonymized, location-tagged member and transaction records to uncover visit patterns and high-value segments, providing input for more precise, data-driven campaign and customer engagement strategies.
  • Assisted in drafting real estate valuation reports for real estate–backed lending collateral, strengthening my understanding of how property appraisal feeds into valuation, risk assessment, and credit decisions.
Real Estate Appraisal Python QGIS

Member

OIC Taipei · Taipei

  • Conducted macro, policy, and market research on major global events, analyzing their impact on asset classes and sector performance.
  • Collected and processed economic and market data from public and institutional sources to support evidence-based investment views.
  • Contributed to idea generation and discussion on investment strategies, helping translate research findings into actionable portfolio decisions.
Financial Analysis Market Research

Research Assistant

National Taiwan University · Taipei

  • Hand-coded a People’s Daily corpus together with a fellow student, labeling terms by patriotism, party loyalty, nationalism, and positive or negative sentiment, and reviewed Python code and text corpora to keep research scripts reproducible.
  • Served as teaching assistant for text mining and GIS spatial analysis courses, guiding students on research design and applied projects in public policy and urban studies.
Quantum GIS Text Mining

Project Assistant

CIER · Taipei

  • Conducted case-based financial and geopolitical risk analysis on Taiwanese listed companies in the electronics and semiconductor sectors, focusing on investment exposure in mainland China.
  • Used Python and VBA to crawl think-tank articles and semi-automate text cleaning and structuring for dashboard development on Chinese economic and policy-related content.
Python Financial Analysis

Business Operations Intern

China Zheshang Bank · Hangzhou

  • Used management-provided performance indicators to rank high-performing and underperforming branches, supporting regional management’s branch performance review and strategic discussions.
  • Developed and delivered internal briefing decks on compliance sales, risk management, and branch performance results for frontline staff and managers across the Yangtze River Delta network.
Python VBA

Education

Master's degree, National Development

National Taiwan University

Spatial analysis, text mining.

Bachelor's degree, Finance

National Taipei University of Business

Grade: 4.0 / 4.0

Associate degree, International Business

National Taichung University of Science and Technology

Grade: 4.0 / 4.0
Certifications and Awards
2025
CFA Program Level I
CFA Institute
2023
First Place, Financial Services Category, Sustainable Finance and Net-Zero Innovation Proposal Competition
2020
First Place, Chuchu Mingtang Business Plan Competition
2019
Third Place, English Presentation, National Innovation Commercial Exhibition Competition