Make the problem clear
Start with the person who needs help and what keeps going wrong.
Product Development & Practical Builds
Some problems need a tool that actually works.
I turn messy, time-consuming problems into useful tools people can use.
Sometimes that means a private career portal. Sometimes it means a better process for planning and checking content. I start with the problem, build what helps and keep improving it.
PRACTICAL PRODUCT THINKING
Start small. Make it useful.
Do the important job well before adding more features.
How I think
Useful beats complicated.
A product earns its place when it helps someone do something that mattered before they opened it.
Build the smallest useful thing
Focus on a clear task and make sure the core flow works.
Learn from using it
Watch for confusion, errors and missing steps before adding more features.
Selected builds
Products and experiments worth building.
Some are early working applications. Others are research and operating models. Their value lies in the problems they tackle.
AI Products
AI recruitment orchestrator
A group-built system for moving applications and CVs through hiring steps.
Read the case study →ProductsFrom advice to action
Products
PMB Career Portal
A client space for career guidance, recommendations and resources.
Read the case study →Products SEOThink. Make. Check.
Products SEO
ACOS: content operations
An AI-assisted model to decide, produce and check SEO content.
Read the case study →PMB Career Portal
Career advice should still be useful after the call.
My career-guidance work showed me how easily recommendations, files and tasks can end up scattered across chats and documents.
So I started building PMB: a private space for clients to find guidance, action steps and resources when they need them.
The portal is an early working product built with Streamlit and Supabase. It is being developed further.
Explore PMBPRODUCT IDEAOne clear place to return to the next step.
Career intake → Recommendation → Resource → Action
What problem keeps slowing your business down?
Tell me who struggles with it, what they are trying to do and why current tools are not enough.