About Me

Me at Botanic Gardens

A little about me

I am a local penultimate student majoring in Data Science and Economics and minoring in Entrepreneurship in NUS, expected to graduate in 2025! I have a keen interest in working with tech and data. I believe that the application of data science techniques to drive rational decisions is becoming increasingly important amidst an increasingly noisy world where data is becoming more abundant.
In my free time, I love to learn, explore and try out new things! This led me to learn many new things online! Click here to see some of them!

I am experienced in using R, Python, SQL, Tableau to implement machine learning methods to extract insights and present them in a simple yet detailed and aesthetic manner.

Projects

Sentiment-Driven Crypto Price Forecasting

Automated trading with Python, strong Sharpe Ratios using advanced ML and a novel sentiment indicator. Developed self-service app to execute optimized strategies.
Download Presentation

Econometrics Research on GLiDeR

Conducted deep research on robustness of method, critically assessing statistical properties of Econometrics method as well as suggesting improvements to academic literatures.
Download Research Paper

Want to view more projects? Click here to view my Projects Blog Page.


Keep a lookout! I'm revamping this site soon to a React(Javascript) + Tailwind CSS site for a more dynamic look! 😀