Haiyang Sun
Mathematics & Economics
School of Physical & Mathematical Sciences
Summary
Use data science to solve business challenges in fintech industry
Featured Skills
Work Experience
Data Scientist May 2019 - Present
Shift Technology Pte Ltd Singapore- Design fraud detection algorithms to help insurance companies in APAC region to identify fraudulent behaviour. Set-up and deploy in production the data processing pipelines, including batch reception, information extraction, model calibration, etc.
Research Engineer May 2018 - Oct 2018
Fujitsu - SMU Urban Computing Engineering Corporate Lab SingaporePublication:
Improving Law Enforcement Daily Deployment Through Machine Learning-Informed Optimization under Uncertainty. 28th International Joint Conference on Artificial Intelligence (IJCAI 2019), Macao, China, Aug 2019.
- Constructed dynamic crime prediction models to generate optimal resource deployment plans for a Law Enforcement Agency. Work scope included data gathering and transformation, model building, visualization and client presentation. Prediction will be automated to generate effective patrol strategies on a daily basis.
Regional Operations Associate Jul 2016 - Oct 2017
Shopee Singapore Pte Ltd Singapore- Drove country-specific initiatives to improve logistics performance in Thailand, Malaysia and Singapore. Past projects included streamlining standard operating procedures, third party logistics (3PL) integration, regular business review with 3PLs, ERP API integration with fulfillment service partners and etc.
- Led 4 end-to-end regional projects, from feature ideation and product design to acceptance testing and post-launch improvement. Rolled out these backend features to 7 countries to solve user pain points and enhance operational efficiency.
Education
Master Of IT In Business (Data Science Artificial Intelligence) Jan 2018 - Aug 2019
Singapore Management University SingaporeBachelor Of Science (Math) Aug 2012 - Jul 2016
Nanyang Technological University SingaporeOther Skills
Q&A with Haiyang Sun
