Branding content generator
An automation I built for my freelance clients. It creates branded content that matches each client's look, so I'm not rebuilding the same thing by hand for every one of them.
Senior Product & Systems Designer
AI-Assisted Product Development
Moving faster from idea to impact
I turn messy ideas into clear, testable products using AI-assisted strategy, design, prototyping, and code.
- Rapid Prototyping
- AI Workflows
- Fast Iteration
- Rapid User Testing
I use AI to move faster, not to skip the thinking.
Design thinking, human empathy, strategic decisions. That's the real advantage
The Foundation
My AI Product Development Workflow
A repeatable system for moving from idea validation to designed, built, and deployed products. It is the foundation everything else builds on. What's changed: I now automate and delegate big parts of it. More on that below.
-
1
Iron out ideas
Explore product concepts, pressure-test assumptions, and find plot holes before committing to a direction.
Tools:
Claude Cowork -
2
Concept outlines
Turn messy ideas into clear briefs, outlines, and lightweight presentation materials.
Tools:
Gamma
Obsidian Second Brain -
3
User flows
Map user journeys, interaction paths, decision points, and early product structure.
Tools:
Figma
Whimsical -
4
Wireframes
Create preliminary wireframes and interface directions before investing in polished UI.
Tools:FigmaClaude Design
Vercel v0 -
5
Prototype and build
Move from concept to functional product using AI-assisted coding and fast iteration.
Tools:
Cursor
VS CodeClaude -
6
Frontend and backend
Build and deploy lightweight products with practical, scalable infrastructure.
Tools:
Cloudflare
Supabase -
7
Ship and learn
Test with real users, collect feedback, improve the product, and keep refining.
Tools:
Tester Hubanalyticsuser feedback
Agentic Workflows
Automations I Built to Skip the Busywork
The process below still holds, but I don't run every step by hand anymore. I build automations for the repetitive parts and hand the bigger tasks to agents, so my time goes to the work that actually needs my judgment.
Social content generator
This one writes the social posts, makes a matching image for each one, and schedules them straight to Buffer. What used to eat an afternoon now runs on its own.
Built mostly in n8n, with Zapier, Make, and Claude Cowork where they fit, plus the custom skills, MCP servers, and connectors I make so the agents can reach the right tools.
- n8n
- Zapier
- Make
- Claude Cowork
- Skills
- MCP
- Connectors
Second Brain
The System That Remembers So I Don't Have To
Obsidian sits under all of it. Every project, decision, and pattern I've built lives in one place, so the work adds up over time instead of starting over every time I open a new file.
Context for agents
The notes I feed my agents. Briefs, standards, and past decisions, so whatever I hand off already knows the background.
Capture & synthesis
Where messy input turns into something useful. I dump everything in, then use AI to connect it and pull out what matters.
Project & decision memory
A record of what I chose and why. Old decisions stay easy to find, so I'm not solving the same problem twice.
Reusable systems
Templates, checklists, and frameworks I built once and keep reusing. The parts of my process I don't need to reinvent.
Tools come and go. The system that holds what I've learned is what keeps me fast, and my judgment is still the thing steering it.
Portfolio
Current AI-Assisted Product Work
A living portfolio of products I'm designing, testing, building, and refining.
A job search tracker for organizing applications, notes, statuses, and interviews.
Toolkit
The Stack Behind the Work
Strategy and ideation
ChatGPT- Claude Cowork
Planning and presentations
- Gamma
- Obsidian Second Brain
UX and flows
- Figma
- Whimsical
AI prototyping
- Claude Design
- Vercel v0
Code
- Cursor
- VS Code
- Claude Code
Frontend
HTML/CSS/JS
React/Vite
Next.js
Backend and deployment
- Cloudflare
- Supabase
Agents & Automation
- Claude Cowork
n8n
Make
Zapier
Philosophy
How I Think With AI
My AI workflow is not about asking tools to make decisions for me. I use AI to widen the solution space, expose weak spots, generate alternate paths, and move faster through the repetitive parts of product work.
The product judgment still comes from me: what matters, what to simplify, what users need, what should be tested, and what is worth shipping.
-
Better questions
AI helps me stress-test assumptions and surface blind spots before they become expensive mistakes.
-
Faster prototypes
From wireframe to working code in hours, not weeks — so ideas get tested while they're still fresh.
-
Clearer handoff
Structured outputs, documented decisions, and clean code that teams can actually build on.
Human judgment
I set direction, make calls, and take responsibility for the outcome.
AI speed layer
AI handles the heavy lifting so we can move faster.
-
Ideate & explore
Research, briefs, competitive scans, and fresh angles.
ChatGPT
Claude
-
Define & strategize
Problem framing, user needs, and prioritization.
Claude Cowork
Gamma
-
Map & structure
User flows, information architecture, and content structure.
Claude Cowork
-
Design & prototype
Wireframes, UI, interactions, and high-fidelity prototypes.
Figma
Claude Design
-
Build & iterate
Production code, components, and rapid iteration.
Cursor
Claude Code
-
Test & validate
Test flows, edge cases, and user validation.
Tester Hub
Shipped product
Clean handoff. Measurable outcomes. Real impact for real users.
Cloudflare
Get in touch
Let's build something useful, polished, and real.
I'm interested in product design roles where AI, systems thinking, prototyping, and user-centered execution matter.