He who begins is half done.

Dare to know, begin!

Sapere Aude “Dare to know”

Explore my professional journey from an early passion for Machine Learning, through two decades leading global tech transformations, and back to the frontier of applied AI. It’s a path shaped by hands-on experience, strategic execution, and lessons learned in the trenches.

High-Performance Teams

Business Outcomes from Technology Innovation

Accelerating Time-to-Value

Technology Platforms for Sustainable Growth

Searching for clarity in a perplexing world

AI in hiring: A massive efficiency boost or a legal and brand nightmare waiting to happen?

Artificial Intelligence is revolutionizing talent acquisition, but it's also a minefield of risk. This article provides a strategic, C-suite-level guide to navigating the gauntlet of modern hiring technology.

Is Your Next Hire Real? Detecting AI-Generated Resumes and Augmenting the Modern Recruiter

Recruiters are facing an "applicant tsunami" as AI tools enable a massive surge in job applications, many of which are embellished or entirely fake.

Power and Prediction: The Disruptive Economics of Artificial Intelligence - What's new, why it matters and some food for thought 

In essence, what is the disruptive nature of AI? Why has it been taking so long for the new AI systems to be widespread?

Congratulations, Your Resume is Now a List of Floating-Point Numbers!

Is your recruiting software silently rejecting top talent? If it still can’t grasp that a ‘developer’ might call themselves a ‘programmer,’ you’re missing out on hidden talent pools. This article reveals how AI is transforming resumes into ‘embedding vectors’—floating-point numbers that capture meaning, not just keywords—unlocking a semantic moat competitors can’t cross. But beware: this isn’t magic.

Variety of fishes with different colors and shapes

Leading multicultural high-performance teams: try seeing, feeling, and tasting the water you swim in!

It’s not about being right or wrong, good or bad. It’s about understanding how culture and language shape how people from different cultures think, act, react, and do business.

In a world full of noise and few certainties, a fresh perspective goes a long way.

Got thoughts, questions, or a contrarian take?

Let’s talk.