For 15+ years I have taken AI from research into production: leading AI across 17 countries at 4Finance, building Zeta Global's European AI Centre of Excellence from zero, and co-founding Sensorminds. Today, as Professor of AI in Hamburg, I help leadership teams get AI out of pilots and into the business, as a fractional Chief AI Officer, advisor and speaker.
Why most AI never leaves the pilot stage, and the leadership decisions that turn it into results people can trust.
Every engagement is led by me personally. No junior team, no slideware, just senior judgement from someone who has built and run AI in production.
Senior AI leadership without the full-time hire. I join your leadership team for a few days a month, or step in as interim AI lead, to set direction and get AI into production.
Practical sessions that give executives, boards and new AI leaders the frameworks to make confident AI decisions: where to invest, how to organise, and how to govern.
Clear, experience-based talks for conferences, associations and leadership offsites, bringing industry, academic and founder perspectives to one stage.
Responsible AI and EU AI Act readiness are built into every engagement. Read about my governance approach
Across fintech, martech, cybersecurity, manufacturing and higher education.
Led AI strategy with 29 data scientists across 17 countries. Built the company's first ML credit-scoring platform, launched three AI-driven product lines (+7% revenue), and delivered GDPR 18 months early with zero issues.
Founded the European AI Centre of Excellence and grew it to 20+ professionals on three continents, serving 45+ Fortune 500 and 1000 accounts, with 200M daily predictions in production and a granted US patent.
Co-founded Sensorminds to bring AI to manufacturing quality: automated defect detection and precision measurement that flag production issues before they scale.
As Program Director, grew the MSc Applied Data Science & AI from 12 to 30 students per intake in the first year, and works with the AI Startup Hub Hamburg connecting students with the regional tech ecosystem.
Gayan built the model auditing, human-in-the-loop decision frameworks and drift monitoring across our US and European operations years before the EU AI Act made them mandatory. That depth of production experience is exactly what separates a genuine compliance audit from a checklist exercise.
Gayan led our GDPR implementation across all 17 country operations — technical controls, data processors and legal alignment. We completed it 18 months ahead of the enforcement deadline with zero compliance issues. The structured approach he brought then is exactly the methodology he applies to EU AI Act compliance today.
We supply European customers and had no clear picture of our data collection and processing obligations under EU regulation. Gayan mapped our entire data flow, identified where we needed to act and gave us a compliance structure our board could present with confidence.
I advise early-stage AI founders in Hamburg and beyond on product, technology, go-to-market and funding, and help teams strengthen grant and partnership applications.
15+ years in AI/ML, from PhD research and EU research projects to leading AI at Cisco, 4Finance and Zeta Global, after an early career at IBM. Today I teach Responsible AI, NLP and deep learning, build a startup, and help leaders turn AI into results.
Take the free 10-minute AI governance check. 15 questions, instant results, no email required.
A 30-minute conversation about your AI agenda, your leadership team or your event. No pitch, just a clear next step.