At BNP Paribas, I led the migration of legacy systems to a vendor platform, from migration planning through cutover and post-go-live stabilization. I also developed data transition plans and prepared reconciliation and KPI reports.
At Nomura, I led delivery of an enterprise data endpoint and reporting solution. I drove centralized data aggregation to address a reporting design problem, reducing development team workload by 30%.
At UOB, I led a large-scale migration of historical data to an in-house platform and developed ETL data mapping. Proposed migration automation reduced time spent by 40% and increased data loading accuracy by 20%.
Across project delivery and business analysis roles, I’ve worked on platform modernization, analytics, and automation. I’m a Certified Scrum Master and Product Owner, with experience in Agile and hybrid delivery, data migration, and AI-enabled initiatives.

