Support continuous improvement and operational excellence by identifying process gaps, partnering with Legal & Compliance, negotiating contracts, coordinating vendor management, and developing fit-for-purpose solutions. Communicate recommendations, share best practices across the SEA network, and adapt to a fast-paced, matrixed environment while prioritizing tasks and driving value for the business.

Lead QA and validation for AI/ML systems in a GxP/GMP environment. Collaborate with data science, IT and business to design, validate, implement, and operate AI solutions under CSV/CSA. Author validation documentation, mitigate model and data risks, align stakeholders on compliant strategies, and drive continuous improvement and capability building in digital validation and model governance.

Lead enterprise resourcing, workforce planning, budgeting, and metrics for PDD. Oversee forecasting, governance, data quality, tooling (Anaplan/Tableau/PowerBI), and a global team to enable data-driven decision making, resource optimization, and executive reporting across portfolio and finance stakeholders.