About Me
My journey from auditing to software engineering wasn't planned—it was a pivot driven by my love for data's hidden stories, logic's elegant solutions, and applying tech to real-world problems.
Life Journey
Foundations in Structure
BBA in Professional Accountancy
The Chinese University of Hong Kong
Auditor ➡️ Senior Auditor
Ernst & Young
Starting with a BBA in since I love dealing with numbers and logic puzzles, accounting was a natural fit. Not only did it learn my analytical skills, but it also taught me business fundamentals and real-world applications of financial data.
Skills Obtained
- Data analysis fundamentals
- Data presentation
- Financial compliance
When you realise accounting is closer to data analytics than pure bookkeeping
The Pivot
Full-time Data Science Immersive
Xccelerate
Why the change? Purely fulfilling compliance and budgeting felt limiting. I craved more creativity and problem-solving. Data Science offered the perfect blend of analytical rigor, coding, and real-world impact.
Skills Obtained
- Python programming
- Machine learning basics
- Data visualization
- Statistical analysis
When you realise 'Data Science' is not black magic, we need to learn a lot of math and coding
Innovation as AI Engineer
Full-stack Software Engineer ➡️ AI Engineer
Agile Extreme Lab Limited
My first tech company provides me well-rounded training and experience in ML model development and deployment. As a start-up company, I'm heavily involved in designing data pipeline and MLOps architecture. Besides, I also get to work with cutting edge AI and LLM technologies to build innovative solutions for real-world problems.
Skills Obtained
- AI model development
- MLOps
- Cloud computing
- LLM Agents
- Agile Development
When you realise every pieces of components need to work together to make an AI product function smoothly
Pursuing Advanced Studies
Master of Science in Data Science
University of Colorado Boulder
During my work, I realised I need to deepen my knowledge in statistics and computer science to build more robust AI applications. Therefore, I decided to pursue a Master's degree in Data Science to solidify my foundation and open up more advanced opportunities.
Skills Obtained
- Data Structure Algorithms
- Big data technologies
- Data Mining Techniques
- Project Management
When you reaslise that at the end, a solid foundation is key to long-term success