Business Analytics Associate

UBS | Jan 2024 -- Present

• Analyzed high-volume transactional datasets using SQL and Python to support monetization, revenue assurance, and risk-related decisions across payment systems.

• Developed and maintained fraud and anomaly detection analytics, reducing duplicate and high-risk transactions by 50% and improving system reliability.

• Performed exploratory data analysis to identify behavioral patterns impacting transaction success rates and key business KPIs.

• Designed, built, and maintained executive dashboards in Power BI and Tableau to track operational performance, trends, and exceptions for senior stakeholders.

• Partnered closely with product, engineering, and business teams to scope analytical problems, define metrics, and deliver data-backed recommendations.

Analytics Engineer – Payments System

Credit Suisse | Nov 2021 -- Dec 2023

• Supported analytics across the end-to-end payments lifecycle, enabling improved throughput, stability, and accuracy of revenue reporting.

• Designed and implemented a risk-scoring vendor compliance framework, reducing manual review time by 40% while maintaining regulatory standards.

• Optimized, and maintained complex SQL pipelines on large datasets, reducing processing latency by 30% and improving data availability.

• Conducted root-cause analysis to identify operational bottlenecks impacting payment success and downstream revenue.

• Led Agile sprints, performed code reviews, and mentored junior team members on analytics best practices.