Data Science & AI student at NTU, building AI automation for a real e-commerce business.
I like turning messy, repetitive work into systems that run on their own.
I'm a second-year Bachelor of Data Science and Artificial Intelligence student at Nanyang Technological University, graduating in 2029. Outside class I intern at Nook Theory, where I build AI-driven automation for their Amazon storefront, and I help run events for the NTU Sports Club.
Nook Theory, Amazon seller
Automating business workflows with AI for a brand selling home, travel and lifestyle products. Building a recurring listing audit that benchmarks listings against competitors and flags which ones convert well enough to put ad spend behind.
NTU Sports Club
Organised the club's annual ball, "A Never Ending Summer", including the event website and sign-ups for freshies, seniors, alumni and guests.
Nanyang Technological University
Coursework includes algorithm design and analysis, and database systems.
SystemEarth Hack & Hire challenge, team project
Designing a compact, query-efficient way to represent geospatial layers so individual farm plots can be screened against the EU Deforestation Regulation. Our showcase case is natural rubber supply chains.
Nook Theory
A recurring audit that compares each product listing with competitors, checks conversion, and recommends copy and image fixes, so the ads team only pushes listings that are ready.
SC2001 Algorithm Design & Analysis
Implemented and benchmarked a merge sort that switches to insertion sort below a threshold, measuring how the threshold affects key comparisons and runtime. The chart at the top of this page runs it.
SC2207 Introduction to Databases, team project
Modelled a business domain from requirements to an ER diagram, documented assumptions, and normalised the schema to 3NF.
NTU Sports Club
A summer-themed site for the club ball with a photo gallery of the featured couples and links to three separate sign-up forms.