Research instruments, civic tools, and production platforms, all built around the same question: what gets left out when systems aren't designed for the people doing the most work?
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Stories stay first. Featured platforms and long-form case studies below, grouped by what each product tests.
Flagship
Featured platform
FemHealth Research Finder
Free, open-access women's health research aggregator. One query fans out across four default sources in parallel, with thirteen opt-in sources in Advanced Search, returning sex-equity signals next to every result.
Research DiscoveryWomen's HealthLive PlatformUI Redesign
A planner for the version of you that comes after the first year. For women returning to work after maternity, juggling a career and a household, and anyone whose week does not look like a clean 9-to-5.
The recurring failure patterns underneath what I ship.
Shipped work is the proof. Systems thinking is the layer underneath: where maternal, cognitive, psychological, and enterprise constraints repeat across products.
Maternal Systems
Maternal systems fail because care load is invisible to organisational metrics. The most complex operational intelligence on Earth is structurally excluded from every system that measures productivity.
Failure pattern: isolation from the network
Cognitive Systems
Cognitive systems fail when interfaces assume everyone processes information the same way. Numerical exclusion, attention fragmentation, and literacy barriers are treated as user error instead of design failure.
Failure pattern: access degrades by design
Psychological Systems
Psychological systems fail when interfaces re-traumatise the people they claim to help. Trust breaks when information is fragmented, when consent is performative, and when safety is an afterthought.
Failure pattern: path ends with no exit
Enterprise
Case studies from professional practice
Shipping design at scale across life sciences, fintech, and regulated enterprise environments.
CRM Life Science
Making scientific complexity navigable. CRM infrastructure for regulated environments where generic tools fail.
CRMLife ScienceCustomer Relationship Management+1
6 months for initial development and deployment
Payment Devices App
Reducing friction in critical financial flows. Redesigning refund and tip operations used by 30,000+ merchants daily.
Architecture and orchestration, not syntax drills.
As I ship more, the highest-leverage skill layer is no longer typing code. I already work across React, Tailwind, Supabase, Figma, and AI-assisted workflows. What pays now is system design, prompt orchestration, and review discipline. Making sure the output of an agent matches what the product actually needs.
I switch between Cursor and Windsurf, but my preferred combo right now is Windsurf with Claude Code. The GitHub ecosystem sits underneath everything as my deployment baseline.
Where I am sharpening
Windsurf + Claude Code as the main orchestration combo for production work
Prompt engineering for production code, not playground tasks
Spec-first workflows so coverage and tests fall out of the spec, not added later
GitHub ecosystem (Pages, Actions, Issues) as the deployment baseline