Designing for human behavior, optimizing for business scale.

I diagnose the gap between what a system assumes about people and how they actually behave, then redesign the service around the truth rather than the assumption.

Behavioral noise → predictable pattern
How I tend to work

Four things I do to move a service from a hunch to something you can prove

01 · Research

Finding the real gap

  • Sitting down with real users until the pattern shows up
  • Turning a mess of scattered notes into something repeatable
  • Naming the gap between what people expect and what they get
02 · Behavioral design

Designing for belief, not biography

  • Small interventions that help people actually stick with things
  • Lining the product and the messaging up with how people really think
  • Checking my work against real outcomes rather than my own guesses
03 · Service design

Fixing the system, not just the screen

  • Spotting the cross team breakdowns that quietly kill retention
  • Mapping the whole thing across roles, tools and workflows
  • Reworking onboarding and handovers so people stop falling through
04 · Strategy

Making research make sense to the business

  • Turning a finding into a problem the team can actually decide on
  • Being honest about what is worth doing first
  • Agreeing on what success looks like before we start
A few things I have worked on

Three services, three gaps nobody had spotted yet

Open to hard service and product problems, internal or customer facing.

Whether the users are a care team inside the business or the customers it serves, I am drawn to the problems where the real issue sits between people, tools and the way everyone assumed it would go.

Say hello See the work