_Contributing to the design and rollout of an AI-enabled pricing platform for a leading global financial institution, focused on transforming pricing workflows and decision-making across Global Transaction Banking through data-driven pricing generation, performance tracking and CRM-integrated deal management tools, embedded within a 17-person international multidisciplinary team spanning consulting, data science, engineering and design ahead of pilot launch and global rollout.

_Led the design of an upstream gas production planning and monitoring platform for a leading Middle Eastern energy company, embedded within a 20-person multidisciplinary team across consulting, data science, engineering and design, leveraging ad-hoc optimization models and AI-driven workflows to support production forecasting, sales planning and operational scenario modeling across company functions.

_Contributed to a strategic engagement with the BCG X engineering team to redesign the UX, brand identity and design system of an agentic AI platform, supporting one of the firm’s highest-priority innovation initiatives at the time.