Highly analytical and results-oriented data and business analyst with approximately 5 years of experience in the financial services industry.
Proven ability to design, develop, and implement data-driven solutions that generate significant revenue growth, and improve operational efficiency.
Designed, developed, and executed investment and FX CIO thematic campaigns across multiple APAC markets. Analyzed campaign performance, identified the non-performing leads and enhanced the targeting criteria. Activities contributed to over $100M in revenue and $20M in incremental revenue growth.
Developed a client lifecycle mapping framework for Asia South (SG), defining customer journeys and milestones. Identified bottlenecks and designed campaign planning. This contributed to a potential $410M in NNIA by 2025
Designed and implemented a fund flow tracking framework across retail banking products.
Built an interactive dashboard providing real-time visibility into money movement trends and key outflow sources, driving retention strategies, and enhancing customer engagement.
Developed a framework to segment clients into five tiers (A-E) based on engagement, behavior, and revenue (EBR). The Project Green campaign, targeting segment D, disengaged but cash-rich clients, generated $0.7M in revenue and $2.83M in NNIA.
Core contributor in building the Next Best Action (NBA) platform for U.S. financial advisors.
Identified client-targeting opportunities and developed logic for triggers, email templates, and personalized arbitration per FA. Designed an impact measurement framework, with the initiative projected to drive over $91M in NNIA by 2025.