resume
Summary
Name | Jet New |
Education | B.Comp. in Computer Science at NUS |
Work | Data Scientist at Indeed |
Experience
- Jul 2023 - Onwards
Data Scientist (Incoming)
Indeed
- Summer 2022
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.
- 2020 - 2021
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.
- Summer 2020
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.
- 2018 - 2019
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.
Education
- 2023
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.
Projects
- 2021
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.
Awards
- 2022
- NUS Computing Term Project Showcase - Honourable Mention
- CS4243 Class Project - Top Project out of 50 students
- 2021
- 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
- 2020
- 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
- 2019
- NTU iNTUition Hackathon - Best AI Hack out of 130 students