Skills & Certifications

My certifications reflect a multidisciplinary learning path across analytics, AI, design thinking, leadership, and business transformation. Together, they support my work in building human-centered, data-informed, and scalable commercial capabilities.

Explore the map by capability — click a group to see the trainings behind it, or a node to read details.

Design Thinking & Innovation

Human-centered approaches to framing problems and shaping AI-enabled products.

Commercial Strategy & Transformation

Competitive positioning, connected strategy and analytics alignment.

Data, BI, AI & Analytics

From data strategy to applied big data behind BI transformation.

Project, Program & Agile

Professional project management and agile coaching at scale.