Open to product roles and contract projects
Business and systems analyst, moving into product.
I work between business and engineering. I run the workshops, map the processes, write the backlog and see features through testing to release. More than four years across telecom CRM, retail tech and market data.
Gdańsk, Poland
CET
Central European Time
Languages
Won by the autonomous store project I managed at Esotiq & Henderson, the first of its kind for a fashion brand.
Studying
Gdańsk University of Technology, finishing in 2027
Three roles, each a step closer to owning the product: data first, then delivery, then the requirements themselves.
Defining how an in-house CRM grows: what it should do, how the processes run, and when a feature is ready for the people who use it.
Ran the project that built the first autonomous store for a fashion brand, recognised with the Digital Excellence Award by CIONET.
Royalty reporting on market data: getting the calculations right and keeping them documented.
Research from university and projects I build on my own time.
Publication
A dataset of LEGO sets with item counts and pricing history, built for AI-based set price prediction. Collected with an HTML scraper and paired with a machine learning model, both written in Python. The granularity supports aggregate and time-series analysis.
Published in Data in Brief, 2024, with Gdańsk University of Technology.
Read the paper on ScienceDirectBachelor's thesis
A working app in R and R Markdown that compares machine learning algorithms on stock market and rare metals data.
Side project
A multiplayer social deduction game built in Swift and SwiftUI.
Side project
Write-up coming soon.
Side project
Write-up coming soon.
Side project
Write-up coming soon.
For teams that need someone to turn a business problem into something engineers can build.
Stakeholder workshops, BPMN and UML models, user stories and acceptance criteria that business and engineering both sign off.
Cutting an idea down to the first version worth building: the features, the flows and the wireframes.
Customer service processes mapped end to end, then specified so the system supports the way the team works.
Backlog ownership, sprint cadence, test coordination and defect tracking through to release.
Focus area
How business and systems analysts can put AI tools to work: which use cases pay off, which tools fit, how to keep data secure and GDPR-compliant, what the return looks like, and how to run a controlled pilot before rolling anything out.
Email is the best way to reach me. Tell me what you're building and where it's stuck.