I help investment teams, strategy leaders, and C-suite executives harness AI where it matters most: due diligence, deal execution, portfolio oversight, strategic reviews, and operational transformation.
My work sits at the intersection of hands-on AI engineering and senior advisory. I design agentic systems and AI-native tools that reshape how teams analyse, decide, and execute. And I advise leadership on where AI creates real leverage in their organisation, how to evaluate it critically, and how to adopt it without losing the rigour their work demands.
This perspective comes from 12+ years on the inside: structuring PE transactions at Platinum Equity and Terra Firma, leading workstreams at McKinsey, driving transformation at the world's largest fertilizer company (Yara). I've been the decision-maker, the advisor, and now the builder—which means the solutions I create reflect how leaders and professionals actually think and work.
Tools built by me