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TigerGO20/README.md

Hi there πŸ‘‹

Typing SVG

πŸ‘¨β€πŸ’» Hello, I'm Louis Chan

LinkedIn Email Portfolio

Bridging the gap between Data Analytics, Generative AI, Actuarial Science, and Real-world Business.


πŸ“‘ Table of Contents (ε°Žθ¦½η΄’εΌ•)


πŸš€ About Me: The Differentiator

I am a Year 3 Data Science student at City University of Hong Kong, but my profile extends far beyond traditional coding. I am a hybrid professional combining AI Engineering, Actuarial Science, Business Analytics, and Professional Sports Leadership.

Whether it's architecting a database for an African EdTech startup, conducting Machine Learning research, pitching in the HK Tech 300 Entrepreneurship program, or coaching Taekwondo as a 4th Dan Master, I focus on delivering measurable impact and structured problem-solving.

  • 🌍 Global & Entrepreneurial: HK Tech 300 Cohort 18 | Architected "Metlobo AI" for an African startup.
  • πŸ“Š Analytical Depth: ASHK Actuarial Member | Expertise in Econometrics, Risk Management & Big Data.
  • πŸ—£οΈ Multilingual (5 Languages): Native Cantonese/Mandarin/English | Fluent Japanese | Intermediate French.

πŸ› οΈ Tech Stack & Arsenal

AI & Machine Learning Data & Architecture Web & Programming

Prompt/Harness Engineering
Agentic AI Automation
NLP & Web Scraping

Excel VBA & FinTech
Data Mining & Ethics
Market Info Analysis

C++, Python, R
Backend Optimization
Vibe Coding

πŸ’Ό Professional Experience & Projects

🌍 Global AI EdTech: "Metlobo AI" (GWAP CityUHK) | Data & Research Intern

Jun 2026 - Aug 2026 | Remote / Global Collaboration

  • Partnered with an African startup to architect "Metlobo AI", integrating OpenAI APIs for automated homework assistance.
  • Designed relational database schema using PostgreSQL (Supabase) for user profiles and gamification tracking.
  • Defined DAU and reading engagement metrics, ensuring GDPR-compliant data handling.
πŸ“Š Retail Operations & Marketing Analytics (AEON Group) | Data Analytics Intern / Marketing Analyst

Jun 2024 - Oct 2024 (Intern) & 2024 - 2025 (Part-time) | Hong Kong

  • Analyzed customer footfall and transaction data to identify peak hours and optimize staff scheduling.
  • Discovered potential customer segments through data analysis, providing targeted marketing insights and promotions.
  • Improved overall customer experience by reducing wait times during high-traffic periods.
πŸ’» EdTech Web Platform (HK 360 Sports Association) | Web Developer

May 2026 - Present | Hong Kong

  • Developed an educational website using HTML/CSS and backend optimization to centralize student activities.
  • Building an integrated student portal featuring online tuition payment and afterschool guidance tracking.
πŸ₯‹ Sports Leadership & Education (HK Taekwondo Assoc. & Livestones HK) | Coach & Academic Tutor

2022 - Present | Hong Kong

  • Taekwondo Coach: Professional Regional Athlete (KUKKIWON 4th Dan). Taught 50+ students, implementing targeted training and developing strong communication skills.
  • Academic & AI Tutor: Taught GenAI concepts, extended/applied mathematics to senior secondary and university students, improving HKDSE results through personalized strategies.

πŸ† Competitions & Certifications

  • πŸš€ HK Tech 300 Entrepreneurship: Flagship Programme Cohort (18)
  • πŸ“ˆ The Actuarial Society of Hong Kong (ASHK): Actuarial Member (Permanent Approved)
  • πŸ₯‹ Certified International Taekwondo Master: Black Belt 4th Dan, KUKKIWON (Korea)
  • πŸ₯‡ Alpha Sights Asia Case Competition 2026
  • πŸ₯ˆ ISM-HK Student Case Competition 2026

πŸ“š Education & Research

Bachelor of Data Science | City University of Hong Kong (2024-2028)

  • πŸ”¬ Machine Learning Researcher, Department of Data Science
  • πŸ€– Assistant, GenAI Programme, College of Computing
  • πŸ₯‹ Member, University Taekwondo Team & Student Helper
πŸ“Œ View Relevant Coursework (Interdisciplinary Focus)
  • AI & Tech: Machine Learning (Python/R), NLP, Big Data, Computational Social Science, Data Ethics & Privacy, Optimizations.
  • Finance & Business: Investments, Portfolio Analysis, Risk Management, Financial Derivatives, Econometrics, Corporate Finance, International Business, Operations Management.

High School Graduate | Shau Kei Wan Secondary School (2018-2024)

  • Leadership: Captain (Volleyball & Athletic Team), President (Event Organising Team), Student Teacher.

πŸ“ˆ GitHub Analytics

"Passionate about leveraging Artificial Intelligence to enhance productivity and outcomes in education, sports, and business."

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