Independent products built from problems I wanted to solve.
Product Lab is where I take an idea end to end: identify the friction, frame the product, design the workflow, build the interface, and learn from the result.
These are independently owned products and experiments, so I can show the real interface, implementation decisions, and current product state.
See where your CV proves the role—and where the evidence is missing.
JobFit compares CV evidence with job requirements to surface role-fit signals, evidence gaps, and areas that need stronger application preparation.
Job descriptions are dense and inconsistent. I wanted a clearer way to see what my existing experience actually proves before tailoring or applying.
Turn interface findings into a reviewable decision workflow.
AI UX Audit Lite helps structure heuristic and accessibility findings while keeping the human reviewer in control of severity, rationale, and final review state.
UX reviews can become inconsistent, subjective, and difficult to structure across multiple findings. I wanted a lightweight way to organise observations without handing final judgment to AI.
Make token decisions easier to create, review, and implement.
Design Token Studio explores a more practical workflow for creating, reviewing, overriding, and preparing design tokens for implementation.
Design tokens often become disconnected between design decisions and production implementation. I wanted one place where token values, human overrides, and implementation intent could remain understandable.