With 19+ years of experience across product management, consulting, AI/ML, and digital transformation, I’ve led strategic product initiatives in industries like oil & gas, utilities, and manufacturing. I currently drive cross-cloud solutions at SAP Labs. Having worked closely with consultants and transitioned teams from non-tech roles to product-driven mindsets, I understand what it takes to make the leap