Welcome to my technical portfolio!
Hello! I’m Nathan, an aspiring data scientist and AI engineer studying Engineering Systems and Design at SUTD. Proficient in Python and R, my passion lies in developing efficient algorithms to acquire a deep understanding and effective utilization of complex data. For this reason, I have been working on various projects with an aim of further honing my data science and AI development skills. Check out my work below, and feel free to connect with me to explore opportunities for collaboration!
Data Science & Analytics Projects
Strengthening Urban Resilience in the age of Fragmentation
Sep 23 - Present
Python
R
Computer Vision
Machine Learning
geopandas
selenium
openpyxl
transbigdata
osmnx
cv2
scipy
matplotlib
seaborn
Inventory Planning Management @ Tai Sin Electric
Jan 24 - Apr 24
Power BI analytics dashboard
Data & Business Analytics
Power BI
Excel
Python
pandas
Food Security in Southeast Asia
Sep 23 - Dec 23
Multi-linear regression machine learning
Python
Machine Learning
pandas
matplotlib
scikit-learn
seaborn
Math Modelling Projects
Other Projects
FITFLORA
Circuit training and dynamic light display to promote social interaction and exercising.
Jan 23 - Apr 23
Software Development
C++
Arduino
BrainTrainer
Trivia game as part of 10.018 Computational Thinking for Design.
Sep 22 - Dec 22
Python
Game Development
Democratizing Optimization
A web app to enable SMEs to optimize their inventory using a user-friendly linear programming calculator.
Oct 21
Optimization
Math Modelling
Linear Programming