Most companies think they understand their customers. They don't.

I help leaders understand who their customers really are, what they actually need, and what to do about it.

Especially when the cost of guessing wrong is high.

Let's talk →
Hinge Health· Lime· Uber· Twitter· Yahoo· Gametime
Track Record

Research that changed the business.

Every engagement is different. The pattern is the same: research that grounds decisions in reality and prevents expensive mistakes.

Gametime
Series C

Built research practice from zero; trusted advisor to CEO on AI strategy.

Research-driven shift to prioritize buyer confidence helped improve TrustPilot scores from 3.0 to 4.2. Prevented an estimated 12 weeks of wasted engineering time and millions in misdirected marketing spend.

3.0 → 4.2 TrustPilot
Lime
Series D

Founding researcher reporting to President/CPO.

Strategic research shifted hardware investment strategy, contributing to Lime's rise from #2 to #1 global market position. Influenced industrial design of the Time Magazine Best Invention-winning LimeGlider. Shaped three successive 6-month roadmap planning cycles.

#2 → #1 Global position
Hinge Health
Series E

Led 7-person research team across mobile, wearable, and AI products.

Directed research supporting FDA approval pathway for the Enso pain reduction device and computer vision-powered exercise therapy launch. 1M+ members, 2,000+ enterprise clients.

FDA Approval pathway
Uber
Pre-IPO

Scaled research organization from 5 to 22 researchers across three product groups.

A 2-week, 3-city research sprint directly inspired what became Uber Rewards. Created rider segmentation integrated into Uber's experimentation platform. Achieved 95th percentile team engagement scores.

5 → 22 Researchers
How I Help

Three ways I work with teams.

01

Reveal what your metrics aren't telling you

Qualitative and mixed-method research that surfaces the blindspots behind your dashboards — the motivations, friction points, and unmet needs that explain what your data can't.

Discovery researchEthnographyDiary studiesJourney mappingBehavioral analysis
02

Make big bets with confidence

Concept testing, customer segmentation, and foundational research that gives your team the direction to prioritize ruthlessly and invest in what actually moves the needle.

Concept validationCustomer segmentationLarge-scale surveysCompetitive research
03

Build research that scales with you

From standing up a practice from scratch to elevating an existing team — research operations, stakeholder engagement, and the infrastructure to make insights stick across your org.

Research ops setupTeam hiringPrioritization frameworksExecutive engagementResearcher onboarding
Is This Right for You?

Best fit for companies at an inflection point.

I do my best work with companies that have product-market fit and are ready to deeply understand their customers — but aren't yet sure what the research function should look like.

Great fit
  • Series B–E with product-market fit and a scaling trajectory
  • No existing research function — or one that needs to be rebuilt or elevated
  • Complex, expert, or professional users (clinical, financial, technical, legal)
  • Leadership that wants to be closer to customers but doesn't yet have the mechanism
  • High stakes: health, hardware, AI, or any space where guessing wrong is expensive
Probably not the right fit
  • Need someone to run usability tests on an existing product — you need a senior IC, not a fractional leader
  • Pre-product-market-fit — the research questions are different at that stage
  • Research reports to Design with no executive access — research impact requires leadership engagement
About

Why this, why now.

After scaling research teams to 20+ at companies like Uber, Twitter, and Yahoo, I deliberately moved closer to the work. I spent years as a founding researcher at high-growth startups — building practices from zero, conducting the studies that shaped strategy, sitting in the room when decisions were made.

That combination is rare: the organizational knowledge of someone who has built 20-person teams, and the craft of someone who still does the research. Fractional work lets me bring both to companies that need both — but aren't ready for a full-time hire at this level.

I'm trained as an anthropologist (MA, American University). That matters because your users — whether they're clinicians, engineers, or lawyers — have professional cultures, workflows, and unspoken norms that surveys alone won't reveal. Understanding expert users requires deep, contextual inquiry. That's what anthropology is built for.

I'm energized by impact, not research theater.

Contact

Ready to understand your customers?

I take on 1–2 engagements at a time. Let's find out if this is the right fit.

Thank you.

I'll be in touch within two business days.