When stakeholders disagree about what users need, I produce the evidence that breaks the tie — through behavioral research, structured provocation, and mixed methods that connect design decisions to measurable human outcomes. PhD-trained, Fortune 500 tested, startup velocity.
Research that shipped products, changed strategies, and won awards — across Fortune 500 companies, startups, and cross-sector innovation.

Ecosystem-level research revealing that smart home adoption is blocked by psychological diversity, not missing features. 30% UX improvement, product launched to market.

Reframed engagement from performance to psychological safety. Built research infrastructure as first UX researcher at a B2B SaaS startup. 40% faster decision cycles.

Zero-budget behavioral lab producing statistically significant findings (p=.03). Fast Company World-Changing Ideas 2020. Presented at CES.

A 30-year Colombian logistics company needed to professionalize without losing its soul. Three workshops, eight weeks, one AI partner — six personas, 17 quick wins, and a strategic framework built to last.

Provotyping: structured provocation through low-fidelity prototypes that surface hidden assumptions before they become expensive mistakes. 6 case studies across 5 industries. 5 publications. 10 actionable heuristics.
Bridging behavioral science, emerging technologies, and design methodology to produce evidence that drives product decisions.
Self-Determination Theory, loss aversion, psychological safety frameworks — connecting design decisions to measurable motivation outcomes. Not just understanding users, but understanding why they do what they do.
Pioneering AI-human partnership workflows that compress research timelines from weeks to days. Synthetic persona generation achieving 90% validation accuracy while maintaining rigor.
Structured early prototyping that unveils hidden stakeholder assumptions and accelerates alignment. Manipulating interaction attributes to create provocations that transform rejection into ownership.
Multi-actor research across IoT, smart home, automotive, and connected services. Designing for the full value chain — not just end users, but contractors, technicians, and stakeholders who influence adoption.
Combining rigor with velocity through mixed-methods research and strategic prototyping — adapting to the constraints and pace each project demands.
Workshop facilitation, assumption mapping, collaborative alignment
Psychological archetypes that predict adoption — not demographic segments
Statistical validation + qualitative depth = evidence VPs stake decisions on
Compressing synthesis from weeks to days with human validation at every step
Structuring multi-device, multi-actor ecosystems for cognitive consistency
Self-Determination Theory, loss aversion, proxemics — applied to real products
My doctoral research produced a framework distinguishing when to use which approach — preventing expensive misalignment before it happens.
| When | Early stages | Middle → End |
| Intent | Unveil assumptions | Explore → Validate |
| How | Challenge beliefs | Build agreement → Refine |
| Focus | Meaning frames | Problem → Solution |
| Mindset | Provocateur | Facilitator → Expert |
| Approach | Stakeholder-centered | User → Expert |
I'm a strategic UX researcher with a PhD in Design from Illinois Institute of Technology — the largest graduate design school in the US and the first to open a doctoral program in design. My doctoral research wasn't structured to generate academic results in isolation. From its inception, it was designed to generate new knowledge for industry, rooted in my experience working embedded inside multiple corporations.
My career bridges Fortune 500 companies like Harman International (Samsung) and JP Morgan Chase, startups like IXIS Digital, and cross-sector innovation from healthcare to automotive to financial services — delivering research insights that drive measurable business outcomes including 30% UX improvements and 40% faster decision cycles.
Based in Colombia with extensive US experience, I bring cross-cultural competency to global innovation challenges. Beyond work, I'm passionate about fitness, biomechanics, building Japanese robot scale models (Gundam), history, and karaoke.
Interested in collaboration, research partnerships, or discussing how behavioral evidence can inform your next product decision?