David Sun

Background

About David Sun

Data-driven decision-making lies at the heart of today’s financial systems—and this is where I focus my work. With a graduate degree in statistics and over a decade of experience in advanced analytics, regulatory reporting, and data strategy, I specialize in turning complex information into actionable intelligence for risk management, compliance, and executive stakeholders. My core strengths lie in three areas: Applied AI and Machine Learning: Translating emerging AI capabilities into practical use cases across credit risk modeling, fraud detection, and compliance monitoring. I focus on solutions that are interpretable, scalable, and aligned with regulatory standards. Dashboarding and Data Visualization: Designing intuitive, high-impact dashboards (Power BI, Tableau) that enable real-time performance tracking, enhance transparency, and streamline decision-making across business units. Financial Regulation & OSFI Interpretation: Deep understanding of Canadian regulatory frameworks (OSFI, Basel) and their implications for data architecture, model validation, and risk analytics. I help bridge the gap between evolving policies and operational implementation. With prior entrepreneurial leadership experience, I bring a proactive, cross-functional approach to problem-solving—equally comfortable aligning with business strategy and driving technical execution. My work is guided by rigor, curiosity, and a commitment to delivering insights that matter. Always interested in exchanging ideas at the intersection of AI, finance, and analytics innovation.