resume

Data Scientist (Incoming)

Indeed

Data Scientist Intern

Indeed

• Performed feature experimentation for the core match recommendation system, improving business-critical metrics for 300M job seekers.
• Deployed a model to production through data pipelining, feature engineering, model training and online A/B testing using Spark, Hive, Airflow, Jenkins, etc.

Undergraduate AI Researcher

National University of Singapore

• Researched reinforcement learning and graph neural networks.
• Wrote a survey paper on representation learning for reinforcement learning, and presented paper summaries to lab members.

Machine Learning Engineer Intern

Grab

• Developed a probabilistic modelling framework in TensorFlow 2 for the dynamic pricing algorithm, including benchmarking and visualisation utilities.
• Presented at Singapore Google Developer Space.

Executive

Infocomm Media Development Authority

• Developed and benchmarked an unsupervised time series anomaly detection algorithm that secured a $500K deal to deploy for 2 industry clients.

Bachelor of Computing, Computer Science

National University of Singapore

• University Scholars Programme, an academic programme and honours college that admits less than 3% of the NUS cohort.
• Turing Programme, an invite-only research programme for CS students selected by class performance.
• President of the NUS Statistics and Data Science Society, a student initiative under the NUS Department of Statistics and Data Science.

Structured Multi-Agent World Models

• Researched graph neural networks for multi-agent reinforcement learning, improving performance and planning accuracy, awarded CS4246 Class Project Competition Winner out of 142 students.

• NUS Computing Term Project Showcase - Honourable Mention
• CS4243 Class Project - Top Project out of 50 students

• CS4246 Class Project Competition - Winner out of 142 students
• NUS School of Computing Student Awards - Silver Award (Achievement)
• Optigram Data Visualization Competition - 1st Runner Up
• University Scholars Programme - Honour Roll

• CS3244 Machine Learning - Top Student out of 272 students
• NUS Computing Term Project Showcase - 1st Place out of 54 teams
• HackAsia Global Hackathon - Top 10 Finalist out of 54 teams

• NTU iNTUition Hackathon - Best AI Hack out of 130 students