Ethan Le

Deal Advisory & M&A

South Korea

About

AI Finance Professional | 3+ Years Experience with Advanced AI Research I bridge traditional financial expertise with cutting-edge technology to drive data-driven investment decisions and risk management solutions. 🎓 Current Focus: Sogang University - M.S. Financial AI | Specializing in LLM-powered trading algorithms and reinforcement learning for portfolio optimization 💼 Proven Track Record: - FDI project management across Korea-Vietnam operations - Led digital banking transformation - Firm Banking/Virtual Account systems - Developed AI trading models - Cross-border expertise in IFRS/GAAP, regulatory compliance, and interbank systems 🔧 Technical Arsenal: Quantitative Skills: Python, SQL, Oracle DB, REST API, Financial Modeling AI/ML Expertise: LLM, Reinforcement Learning, Time-Series Forecasting Banking Systems: SWIFT, NAPAS, CITAD, Core Banking Platforms Regulations: IFRS/GAAP, Basel III, KYC/AML, FDI Compliance 🎯 Value Proposition: Ready to leverage my unique combination of hands-on banking operations and advanced AI research to enhance investment strategies, optimize risk management, and drive digital transformation in financial services.

Experience

  • Samil PwC (Seoul, South Korea · On-site)
    • Associate
      Apr 2026 - Present · 3 mos

    • Intern
      Oct 2025 - Mar 2026 · 6 mos

  • Assistant to CEO at SOTATEK KOREA
    Nov 2023 - May 2025 · 1 yr 7 mos

  • IT Specialist at KB Kookmin Bank 국민은행
    Aug 2022 - Aug 2023 · 1 yr 1 mo