Data Professional
I'm an Independent AI Security Researcher, focusing on adversarial systems. I build empirical evidence for theoretical AI risks. I strongly believe we cannot protect from what we don't know we need to, and Iām here to educate on these threats.
Writings on data that (should) make sense. Tackling the difficult non-technical problems relating to data modeling, data governance, data team operating models, and many more!
Hard-won lessons on scaling tech products, teams, and cultures ā so you get a head start.
My mom reads my articles to support her son. Now, she can design a data architecture and write ETL scripts.
AI strategy, products, monetization, and agentic architecture for leaders who have to build AI that works and generates revenue. My frameworks have been proven with Fortune 500 clients since 2012.
What happens to organisations when human intelligence is no longer the only cognitive capability they can deploy? Writing on AI implementation, management and organisational design. By Stuart Winter-Tear, founder of Unhyped.