Selected Collaborations
I help organizations turn uncertainty into structured decisions.
By combining behavioral insight, data, and experimentation, I design strategies that improve experience, guide AI adoption, and enable innovation.
Research is not the goal. Better decisions are.
I work best where the challenge is still unclear, the signals are messy, and the decision matters.
I use research, data, and stakeholder insight to turn ambiguity into a clearer direction.
I do not treat analysis as the final output. Its role is to sharpen choices, reduce uncertainty, and support action.
My approach connects behavioral understanding, strategic framing, and practical implementation.
Depth matters. So does momentum. I aim for insight that is rigorous enough to trust and clear enough to use.
Understand behavior and shape experiences that improve engagement, attention, and satisfaction.
Identify high-value AI opportunities, connect them to strategy, and define a path toward implementation.
Structure complex questions, test promising directions, and support stronger decisions with evidence.
Adapt strategies and experiences for different audiences, contexts, and cultural expectations.
Synthesized 300+ studies into a strategic framework for designing and evaluating multisensory experiences.
→Quantified how sensory intensity shapes attention, engagement, and satisfaction in immersive experience settings.
→Cross-cultural experiments identifying when music and scent change behavior, engagement, and response.
→Translated sensory research into practical guidance for inclusion, accessibility, and audience engagement.
→Developing a measurable framework for turning inclusion into a stronger sense of belonging, with KU Leuven.
→Designing a data-driven assessment model for leadership development using behavioral and physiological signals.
→Turning AI research into decision frameworks that support leadership, learning, and organisational change.
→Today, I focus on turning complex signals — from people, data, and context — into clearer strategic decisions.
Open to strategy, AI, and innovation collaborations.