Raffles Institution (IP)
GCE 'A'-levels (2015-2020)
83.75 RP - AAB/B
Raffles Diploma - Distinction
Integrated Programme Y1-6 PCME
Experience
A Business Analytics major with roots in Computer Engineering, and a double specialisation in financial analytics and machine learning — with numerous projects in various domains.
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National Service (Joint Service)
Regular Service / Full-time NS (2021 - 2022)
BSOM Award
Airforce Recruitment Centre, Pilot & WSO Recruitment
Officer Cadet - Pilot Trainee
National University of Singapore (NUS)
BSC (Hons) in Business Analytics (2023 - Present)
4.48/5.00 CAP
Double Specialisation in Machine Learning & Finance
Teaching Assistant for CS1010 - Programming Methodology
Synapxe Pte Ltd
BSC (Hons) in Business Analytics (2023 - Present)
AI & Cloud Engineering Intern (2025)
HEALIX implementation (cloud-based analytics platform)
AWS, Informatica, Databricks
DOWNLOAD RESUME
Accurate as of June 2025
Amazon Electronics Recommendation Model
JAN 2025 - APR 2025
Introduced sentiment-analysis pipeline for reviews, improving NDCG by ~31.4% from 0.5356 to 0.7041 and MAP by ~53.7% from 0.4535 to 0.6973
SingLife Matching
JAN 2025 - FEB 2025
Client-agent matching model to improve policy conversion, trained on 60k+ records using PyTorch and custom loss functions, outperforming baseline by 800×.
Beijing Investments
AUG 2024 - NOV 2024
Exploratory data analysis of Beijing's housing market with feature correlation, pricing trends, and Tableau geospatial visualisation.
Travla (iOS App)
MAY 2024 - APR 2025
A full-stack iOS travel planning app using React Native Expo, Firebase, and Supabase with real-time data sync, secure authentication, and integrated Google Places APIs.
Autonomous Robot
OCT 2023 - NOV 2023
Maze-navigating robot using mBot with PID control and color sensors, achieving perfect scores across all performance rubrics.
Digit Classifier
NOV 2023
MNIST-based digit recogniser using K-Nearest Neighbours (KNN), achieving 96.56% accuracy with automated testing.
