Data Analyst Intern, SCOR Reinsurance APAC SE
Data Science and Data Analytics Teaching Assistant, Vertical Institute
Feb 23 - Present Dec 21 - Present
- Cooperated with instructors and guided over 400 students in lesson materials and capstone project
- Troubleshoot debugging problems with students by considering trade-offs of different solutions
- Initiated 1-1 consultation, conducted weekly quizzes, and demonstrated common mistakes in code for shared learning
Data Engineering Intern, Health Promotion Board, Programme & Evaluation Jul 22 – Dec 22
- Implemented and validated National Health data script translation from Python to PySpark (Databricks)
- Incorporated optimisation methods & integrated workflows to speed up Spark performance
- Ensured data reliability between sources by overseeing UAT processes with high precision
Data Science Intern, CROWDO Dec 21 - Feb 22
- Built tree-based, regression, neural network and ensemble models to predict credit scores of customers
- Fine-tuned model parameters, examined, interpreted and presented best model results to Head of Data Science
Investment Analyst Intern, Carrington RHT Wealth Jun 21 - Dec 21
- Conducted a high degree of due diligence and evaluated financial performance to identify potential equity investments
- Proposed and built client portal from scratch using WordPress
Investment Analyst Trainee, Advisors Alliance Group Jun 21 - Jul 21
- Performed market research, consolidated various financial data and market news
PROJECTS
Kantar-NUS DACC Data Science Hackathon (1st Runner Up) Sep 21 - Oct 21
- Designed a recommendation system and media plan to encourage customers to purchase healthier food options while lowering grocery spending
- Recommendation system built using an ensemble of Market Basket Analyses and User-Based Collaborative Filtering
