Hello, I'm

李翔緯
Alex Li

PM and System Analyst at KGI Bank. I define the problem of each AI project, verify the solution, measure cost and benefit, and take it to production.

李翔緯 Alex Li

01. Proof

02. Experience

Each card shows the milestones. Open a card for the full project story.

  • KGI Bank · Technology Innovation Dept. · PM & System Analyst · 2026/07 ~ Now: Guardrails PoC (CyCraft); Enterprise Agentic Platform Evaluation (Agatha / Dify); AI Agent Cost Model & 3-Year TCO / ROI; Loan Assistant (Sales Agent): Cost & Benefit; Credit Review (Credit Agent): Cost & Benefit; Customer Service (Service Agent): Cost & Benefit; Wealth Assistant (App 2.0): PoC & Cost; AI Agent Technical Specifications & Governance; FSC FinLLM Data Cleaning & Model Evaluation; Gemini Training Program; A2UI Technical Research
  • KGI Financial Holding · AI Developer Intern · 2026/02 ~ 2026/06: Webai Finance Module (Kinance AI Market / Stock Assistant); AI Governance Automated Review System
  • Taiwan Economic Journal (TEJ) · Quant Trading & Data Science Intern · 2025/07 ~ 2025/12: AI Customer Service Bot "Little t"; Multi-Agent Investment Advisory Architecture; ASR Earnings Call Transcription
  • Ministry of Digital Affairs, Administration for Digital Industries · 6th Digital Youth T-Ambassador · 2025/09 ~ 2025/12: Helping Companies Adopt Generative AI (Digital Youth T-Ambassador)
  • TMBA 26th, Algorithmic Trading · Quant strategy developer · 2025/07 ~ 2025/12: CTA Strategy: TAIEX Futures; Event Trading Strategy: Earnings Calls
  • National Taiwan University of Science and Technology, Graduate Institute of Finance · M.A. in Finance · 2024/09 ~ 2026: Stock Price Return Prediction Combining Retrieval-Augmented Generation and Panel Data Models: Taiwan Electronics Industry; Fubon Asset Management Campus Talent Program: ESG Portfolio Allocation
  • Tunghai University, Global MBA (GMBA) · Master's · 2023/09 ~ 2024/06: The Effect of ESG Risk Scores on the Capital Structure of Taiwanese Companies; Teaching Assistant for English-Taught Courses: Statistics, Economics, Financial Management

03. Side Projects

Things I've built or contributed to

04. Blog

Notes, learnings & things I find interesting

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05. Contact

Contact me about collaboration, job opportunities, or AI in finance.