WEB APP TOOLS
From a manual process to a working tool.
I lead the build of internal tools and subscription products. I define the product, build the application and hand over something the team can run.
01 / WHAT I WALK INTO
The usual starting point
A manual process that eats hours
The same task is repeated by hand every week, and everyone knows it should be automated.
Spreadsheets as the system
Data, approvals and member lists live in files that only a few people understand.
A need that is bigger than a script
The tool needs sign-in, roles and a real interface, which makes it a product.
02 / WHAT I OWN
From definition to handover
- 01
Product definition
What the tool does, for whom, and how we know it worked. Written down before the first line of code.
- 02
The build
The application end to end: interface, sign-in, data and the modules around it.
- 03
AI where it earns its place
A model is used when it removes real work, and kept behind an interface that can be swapped.
- 04
Handover
The team gets a tool it can run, with the results measured.
03 / PROOF
Tools I led
All impact stories →An AI product I created alone and a modular portal with four autonomous modules.
Connects to an existing CMS and uses AI to turn docs or Markdown into production-ready pages that follow the CMS schema.
2026 · 5 MONTHS · Sole creator and product owner
- −96%
- manual writing time
- −70%
- cost vs. hourly content writers
- 100%
- content and images AI-assisted
Moved a business association's portal from Joomla to Next.js and Firebase, with a custom CMS and four self-running modules. Admin work fell by about 20 hours a month.
2024 · 6 MONTHS · Project and Tech Lead
- 90+
- Lighthouse performance score
- 4
- autonomous modules
- −20h
- manual admin work / month
04 / CONTACT
ROLES FROM 2027 · OPEN TO LEADERSHIP CONTRACTS
Open to leadership roles and to contracts. If you have a migration, a new site or an internal tool that needs an owner, write to me.
KRAKÓW, PL
BUILT WITH BEARMINION