Marketing
Learning from real markets, customer signals, and the decisions behind growth.
Marketer · PhD researcher · Founder of SYMAR
After 15+ years in marketing, I’m exploring what comes next: simulating human behavior and decision-making with AI and synthetic respondents.

About / 01
My career began with a practical question: what makes people choose? For more than 15 years in marketing and B2B technology, I learned to read markets through customers, campaigns, and the signals people leave behind.
Now my research takes that question further. I explore how AI and synthetic respondents can model human behavior, reveal why decisions happen, and help teams test possibilities before acting.
View my ORCID recordLearning from real markets, customer signals, and the decisions behind growth.
Studying how people search, choose, and act across digital environments.
Simulating behavior and decisions to explore possibilities before acting.
Selected research / 02
Peer-reviewed work at the intersection of user behavior, AI, marketing, and information systems.
Building SYMAR / 03
SYMAR
Writing / 04
Research notes, field observations, and practical ideas about AI, markets, and digital behavior.
Read the writingContact / 05
If you are working on market understanding, AI, or a difficult customer question, I would be glad to hear about it.