Business analytics
Defining KPIs, product and commercial metrics, and turning business questions into clear analysis that supports better decisions across operations and e-commerce.
Business & Technology Consultant · 20+ years
Connecting business and technology through AI, automation, and data-driven systems.
I help teams design, build, and improve practical technology solutions across AI, automation, analytics, internal tools, e-commerce, and business process modernisation.
20+Years in software, data, and digital delivery
06Areas of practice
∞Pragmatic over perfect
About
Strategy
Strategy
meets execution.
I combine software engineering, product management, AI integration, automation, analytics, and business understanding to turn complex operational needs into practical technology solutions.
My work spans e-commerce, internal tools, data workflows, process automation, customer and business analytics, AI-assisted systems, and platform modernisation. I have worked across both delivery and product roles, helping teams shape requirements, prioritise improvements, and turn ideas into practical systems people can actually use.
Available for new projects
Based in Poland · remote-friendly
Expertise — 06 areas
What I can help with.
AI and LLM systems
Practical AI workflows, LLM integrations, retrieval-augmented systems, and assistants built around real business tasks.
Automation and workflow design
Designing repeatable workflows that reduce manual effort, connect tools, and make recurring business processes easier to run.
Data and analytics workflows
Preparing, joining, cleaning, and transforming operational data so analysis, dashboards, and downstream tools have a reliable foundation.
Internal tools and software engineering
Designing and building maintainable internal applications, APIs, integrations, and backend services.
Business process modernization
Mapping business processes, gathering requirements, replacing fragile manual steps, and helping teams move from legacy ways of working to practical digital operations.
Projects
Selected examples of recent work.
Document intelligence
Document Intelligence Platform
A document analysis platform for research teams working across reports, spreadsheets, and project materials, with reviewed answers and report-ready synthesis.
Customer journey
Customer Journey App
An application for structuring customer journeys, mapping tasks and paths, and improving visibility across touchpoints.
Customer analytics
Customer Segmentation and Basket Analysis
A KNIME workflow for customer segmentation and basket analysis, turning transaction data into repeatable outputs for customer databases and commercial analysis.
Journey analytics
AI-Assisted Bounce Risk Analysis
A KNIME workflow that combines customer journey data with AI-assisted bounce-risk interpretation to assess patterns by journey stage.
LLM workflows
Web Research for AI Analysis
A workflow that brings public web research into AI analysis, with source attribution and structured outputs for reviewable use.
Marketplace advertising
Marketing automation
A focused tool for managing marketplace advertising more effectively, with clearer controls, better visibility, and stronger support for campaign decisions.
Philosophy
How I work with teams.
Six principles for keeping projects clear, predictable, and shippable.
- 01 Start with the business process.
- 02 Clarify requirements before choosing tools.
- 03 Use AI and automation with a practical purpose.
- 04 Deliver measurable operational improvements.
- 05 Keep systems maintainable and understandable.
- 06 Build solutions that fit real workflows.
Stack — 23 tools
Tools I use for practical delivery.
KNIME Analytics Platform
Metabase
Grafana
SQL
PostgreSQL
LLMs
OpenAI API
OpenRouter
pgvector
Qdrant
n8n
Airbyte
PHP
JavaScript / HTML
Docker
Git
GitHub
Cloudflare
Google Cloud Platform
Ubuntu
FastAPI
Python
NVIDIA AI Workbench
Tools change. What matters is choosing the right one for the problem, the team, and the stage of delivery.
Start a conversation
Let's talk.
Tell me about a project, consulting need, or role where business analysis, automation, AI, or practical technology delivery could help. I usually reply within two business days.
Languages: Polish (native), English · EU VAT available