AI & Products
In 2026, I used AI to build a set of interest-driven products and practical tools. I work across the stack: React, Next.js, TypeScript, Electron, Swift, and LLM APIs. The problem decides the tool.
Featured Cases
A resume AI for role-specific self-presentation.
Problem
Job applications are hard to tailor for each role.
Solution
An AI that matches your real experience to the JD and rewrites your resume to fit.
My Role
Product strategy, iOS flow, LLM workflow, and launch packaging
Finds roles, scores fit, and generates tailored applications.
Problem
Job hunting turns into a spreadsheet of tabs, repeated screening, and rewritten applications.
Solution
A desktop client that scans job boards, scores each role, and generates a tailored application package.
My Role
Desktop product design, automation flow, role scoring, and generation pipeline
A closed-loop KPI, data quality, and compliance reporting demo.
Problem
A national employment services team needs governed KPI reporting instead of monthly spreadsheet collation.
Solution
An interactive dashboard that connects stakeholder needs, BRD traceability, journey funnel analytics, data quality controls, regional drilldowns, and DEWR reporting.
My Role
BA requirements, KPI model, data governance, and dashboard prototype
Full Index
Career AI
A resume AI for role-specific self-presentation.
Started because I couldn't get my own resume to match the jobs I wanted. Live on the App Store.
My Role: Product strategy, iOS flow, LLM workflow, and launch packaging
Career AI / Automation
Finds roles, scores fit, and generates tailored applications.
Built as a real workflow for searching and applying with more focus and less repetitive rewriting.
My Role: Desktop product design, automation flow, role scoring, and generation pipeline
Business Analysis / BI
A closed-loop KPI, data quality, and compliance reporting demo.
Built to show how a Business Analyst moves from messy operations to measurable requirements, working BI, UAT, and reporting value.
My Role: BA requirements, KPI model, data governance, and dashboard prototype
Business Analysis / Process Improvement
A closed-loop BA workflow for governed process improvements.
Built to show how a Business Analyst turns operational friction into prioritised, measured, reviewed change.
My Role: Process modelling, stage-gate governance, and BA deliverable structure
Workflow Automation
A systems demo for turning listing operations into a clear workflow.
Built around a property listing process to show how messy operations become structured, usable workflows.
My Role: Operations mapping, lifecycle state machine, and automation rules
Video Automation
A current-cut review workflow for generated product videos.
Reframed from a final-output showcase into a current cut review: what was generated, what is inspectable, and what still needs judgment.
My Role: Promo video pipeline, review workflow, and automation output packaging
Product Feedback
AI feedback simulation for early product builders.
For builders who need to learn before they have traction.
My Role: AI feedback simulation, structured signals, and product validation flow
Each product line is a climbing route: pick one to light up the wall while the side panel shows outcome and capabilities.
