Building With AI.
How a single conversation changed the way I work
It started with a coffee and a conversation. In February, a former colleague walked me through what was becoming possible with AI tools, and I left that meeting with one thought: I've been leaving a lot on the table.
Since then I've been learning fast. I started with Claude Code, working through agents and custom skills to automate the tedious parts of the job. Because Claude Code isn't a designer, I expanded the toolkit: Gemini and Stitch for UI design, Lovable and Figma Make for interactive prototypes.
The shift I keep coming back to: AI doesn't replace PM judgment, it removes the bottlenecks that slow it down. Research in hours instead of days. Wireframes without waiting on a designer. Productivity tools built in a weekend. PMs can now contribute more concretely, and I think we're just getting started.
Things I Made
Built with AI. Shipped fast. Each one a real working product.
theMarketer: WhatsApp Integration
An unsolicited prototype built for a PM job application. Benchmarked Klaviyo's WhatsApp integration, mapped the Meta Embedded Signup flow, then designed the full channel: campaign builder, template management, and customer inbox, in four hours.
ResumeAI: CV Optimiser
Upload your CV and paste a job description. Claude analyzes the match, flags missing and matching keywords, rates ATS compatibility, then rewrites the entire resume optimized for that specific role, downloadable as PDF.
Suncometru: Nutrition Tracker
A personal nutrition tracking app for daily calorie and macro management. Calculates BMR and TDEE from user profile, tracks meals by type, runs a deterministic recommendation engine based on remaining macros, and charts weight and calorie progress over time.
Competitive Analysis: WhatsApp in Marketing Automation
A real output from the Competitive Intelligence Copilot. Before building the theMarketer prototype, I ran a structured analysis of Klaviyo's WhatsApp integration, mapping their onboarding flow, campaign UX, template system, and KPI dashboard, to identify the gap and design a response. Research first, always.