SMU Computer Science
Hey, I'm Jonathan
- •Computer Science student at Singapore Management University (SMU)
- •Passionate about quantitative finance, econometrics, and statistical methods
- •Experienced in programming with extensive knowledge in quantitative finance and machine learning techniques
- •Fitness enthusiast focused on running and strength training
- •Writer of Medium articles and Notion book reviews
- •Dedicated to share insights and knowledge with my audience
Personal Projects
Medium Articles
Sharing insights on artificial intelligence, quantitative finance, and technology trends. My articles aim to bridge complex concepts with practical applications.
Who Blinks First: Trump or Xi?
The New Economic Cold War and the Battle for Global Supremacy...
Mean Reversion Strategies
An Overview of Mean Reversion with their Underlying Concepts...
Market Dynamics: How Important is Academia in Today's Application of Finance?
The relationship between academic theory and practical applications in modern finance...
2025: An Outlook on Markets
A TLDR on Markets & My Opinion—Trump's Presidency, DeepSeek AI, and Impacts...
Book Review Page
Comprehensive reviews and insights from my reading journey. From finance classics to cutting-edge AI research, I share key takeaways and practical applications.
- •My reviews cover a range of genres, including self-help, finance, philosophy and the various sciences.
- •I aim to provide insightful summaries and personal reflections on each book.
- •I'm more than happy to discuss and hear your thoughts on the books I review.
- •Feel free to explore my thoughts and recommendations to find your next great read!
- •Disclaimer: My reviews are based on personal perspectives and experiences. Opinions on books may vary, so I encourage you to read and form your own views.
Tech Stack
Python
Core Language
SQL
Data Management
AI Engineering
Model Development
ML
Machine Learning
Top 5 Reads
In no particular order
Jim Simons: The Man that Revolutionized the Market
Gregory Zuckerman
Shoe Dog
Phil Knight
FAQ in Quantitative Finance
Paul Wilmott
Inside the Black Box
Rishi K. Narang
The Biggest Bluff
Maria Konnikova
My Experience
2025 - 2029
SMU Computer Science
Pursuing Computer Science at Singapore Management University with a focus on Artificial Intelligence. Exploring the intersection of technology and human intelligence while building practical AI solutions.
May - August 2025
Product & Data Intern
WhiteCoat Internship
- •Conducted comprehensive data analytics across multiple business dashboards using SQL, Databricks, and Metabase to drive strategic decision-making
- •Executed product quality assurance and regression testing to ensure optimal platform performance and user experience
- •Developed and deployed NLP sentiment analysis models using Hugging Face transformers to analyze patient feedback, with daily automated production runs informing business strategy
- •Applied AI and prompt engineering techniques to optimize workflows and enhance operational efficiency
- •Collaborated cross-functionally to translate data insights into actionable business recommendations
WhiteCoat is Southeast Asia's premier omnichannel healthcare platform, delivering comprehensive on-demand telemedicine and in-person consultations. The platform seamlessly connects patients with GPs, specialists, and allied healthcare providers while offering integrated medication delivery services across the region.
Get in Touch
Let's connect and explore opportunities together.
Send a Message
I'd love to hear from you