Resume
Work experiences
Dec 2019 - Present
Shopee
Expert Machine Learning Engineer (PaidAds)
Senior Machine Learning Engineer (PaidAds)
Build ads recommender system, solve cold-start problems
Machine Learning Engineer (Recommendation)
Predict profile of items and users, build products bundles
Aug 2019 - Dec 2019
Mobilewalla
Data Scientist
Predict demographic of mobile consumer
Education
Aug 2015 - Aug 2019
Nanyang Technological University
PhD in Physics
Nanyang Research Scholarship
Aug 2011 - May 2015
Nanyang Technological University
Bachelor in Applied Physics
ASEAN Scholarship
Skills
Languages: Python, Scala, Go, SQL, Bash
Machine Learning: Recommendation System, Natural Language Processing, Graph Neural Networks, Information Retrieval, Statistical Analysis
Data Engineering: Hadoop, MapReduce, Spark, Pandas
Frameworks and Tools: Tensorflow, Pytorch, Scikit-learn, Jupyter, Git, Docker, Airflow
Teamwork: Leadership, Technical Design, Project Planning and Management, Problem Solving