Singapore
Led a risk management team for Seabank Cash Loan products in the Indonesian and Philippine markets - Spearheaded new product launches by designing risk management frameworks and developing comprehensive risk management roadmaps - Actively participated in product design and business roadmap creation to ensure alignment with risk management objectives - Designed a risk policy analysis framework, constructed a risk model development pipeline, and established risk monitoring metrics and frameworks to dynamically manage portfolio risk - Managed projects and coordinated with multiple stakeholders - Provided ongoing management and training for the team
Led risk modeling for Shopee Paylater and Buyer Cash Loan products in Singapore, Malaysia, Thailand, and Vietnam markets - Developed credit models and explored new modeling approaches and algorithms - Explored new data sources, including internal data, third-party data, and web crawling data, to enhance existing models - Created and periodically reviewed risk metrics to monitor portfolio risk - Designed and developed toB scores for external customers and funders - Collaborated closely with the business team to identify conversion and risk issues, expand the eligible user pool, and improve portfolio quality
Led risk modeling for Shopee Paylater and Buyer Cash Loan products in Thailand market - Developed credit models for real-time underwriting, post-loan management, and collections to effectively manage portfolio risk - Conducted data mining and feature engineering to extract business insights from large datasets - Constructed standardized data/model pipelines for system implementation and developed multiple model training tools