Accomplished professional with 18+ years of experience across Product Ownership, Business Analysis, and risk domains including Model Risk Management (MRM) and Counterparty Credit Risk (CCR) within global financial institutions. Proven ability to translate complex regulatory and business requirements into scalable product solutions, enabling enhanced decision-making, operational efficiency, and business value realization. Alongside this, a hands-on AI enthusiast: designs and ships personal products built with AI-assisted development, three of them now live on the App Store, Mac App Store and Google Play, and applies the same AI fluency to product and analysis work.

Experience

Feb 2026 to Present

Assistant Vice President | Model Risk Management

  • Driving model monitoring programs to ensure continuous validation, stability, and performance of risk models across their lifecycle.
  • Communicating complex data architectures and model drift indicators effectively to business and compliance stakeholders, enabling clear understanding and informed decision-making.
  • Establishing standardized monitoring frameworks and governance controls to enhance consistency across model validation processes.
  • Strengthening model performance tracking by implementing advanced analytics and early warning indicators for proactive risk management.
May 2023 to Jan 2026

Assistant Vice President | Product Owner – CCR Transformation

  • Led end-to-end delivery of SFT exposure computation capabilities within the CCR Transformation program, ensuring alignment with business and regulatory requirements.
  • Drove Agile execution within Scrum teams, leveraging JIRA and Confluence for effective backlog prioritization, sprint planning, and requirements traceability.
  • Enabled data-driven prioritization of business change initiatives using Python (Pandas, NumPy, Matplotlib), supporting informed decision-making and impact assessment.
Oct 2021 to May 2023

Assistant Vice President | Business Analyst – Analytical Calculation Engine (ACE)

  • Implemented margining models within CCR calculations, with a focus on Potential Future Exposure (PFE) for internal risk and Basel-driven regulatory capital measures.
  • Defined and translated business requirements for the ACE platform to support Exposure at Default (EAD) computations using IMM and SA-CCR (BCBS279) methodologies, along with Stress Testing and VaR frameworks.
  • Acted as a key liaison between business and engineering teams, articulating complex risk modelling requirements including PD, LGD, and RWA to enable accurate technical implementation.
Jan 2017 to Oct 2021

Project Manager

  • Led end-to-end delivery of margining models and regulatory initiatives including IMM, SA-CCR, and CCAR, covering requirement analysis through to implementation and deployment.
  • Drove integration of Basel regulatory measures and Potential Future Exposure (PFE) within CCR frameworks, ensuring alignment with global compliance standards.
  • Managed investment banking reference and market data, including Security Master and Client Reference datasets, along with key identifiers such as ISIN, CUSIP, SEDOL, and RIC.
  • Designed and implemented Python-based automation solutions to streamline workflows and enhance data analysis, significantly improving turnaround efficiency.
Jan 2014 to Dec 2016

Tech Lead

  • Worked as a BA and PM and Tech Lead for Customer Account Opening module for a major UK bank. The role included facilitating new product launches CASA, Loans, Credit cards, etc.
  • Facilitated Agile ceremonies by deputizing for the Product Owner in Scrum forums, effectively coordinating with large, geographically distributed teams.
Feb 2012 to Dec 2013

Senior Developer

  • Designed and delivered a dynamically configurable Pricing Engine for Citibank Wealth Management, enabling flexible pricing strategies and improved business agility.
Dec 2007 to Jan 2012

Developer

  • Developed card processing systems covering merchant master, settlement, and fee calculations using COBOL, DB2, and JCL, ensuring reliable transaction processing and operational efficiency.