About Me
Bridging business and technology to create value; E-MBA with M‑shaped skill set spanning software engineering, AI/ML, and strategic leadership; leading AI/ML-driven SaaS platforms in fintech, biotech and engineering; delivering 20%+ efficiency gains.
Contact Information
Email: [email protected]
Experience
Aug. 2023 - Present
- Product Owner for Master Data as a Service solutions - Prometheus Group
- Since September 2024 building from scratch platform for document indexing and equipment classification with AI capabilities, processing monthly 1M+ documents and 100k+ equipment items.
- Providing efficiency 5%+ gains in material cleansing and enrichment process via websourcing, webscraping and AI translations.
- Product Owner working with ~20 engineers on Umetrics Studio platform - Sartorius AG
- Delivered several significant upgrades to the platform, such as API capabilities, collaboration features, etc.
- Tools: Jira, Miro, Confluence, AWS, GitLab
- Project technologies: C#, React, Java, Kubernetes
May 2022 - July 2023
- Guided delivery of all Codenotary's IT products, such as vault.immudb.io, sbomcenter.io, Trustcenter, and Opvizor.
- Interviewed customers to build and prioritize the product backlog.
- Collaborated with the engineering manager and global multicultural team to translate market and product requirements into documentation, user stories, and test cases.
- Coordinated refinements, conducted team retrospectives, and implemented engineering best practices.
- Assisted with release planning and manual testing.
- Tools: VSCode, Autorest API, GitHub, Miro, MobaXterm
- Project technologies: Go, Vue, Python, Kubernetes, Docker
Feb. 2019 - Apr. 2022
- Boosted retail credit sales in digital channels by 20% with initiatives such as omnichannel lending, individual capacity assessment, optimizing user workflows and integrating real-time analytics tools.
- Implemented KNF recommendations through use case definition, business analysis and team building.
- Successful cooperation in an intra-bank group on implementation of emergency anti-Covid measures.
- Drove 15% increase in customer retention by leading customer feedback integration into product roadmaps, reducing feature delivery time by 25% via Jira automation.
- Project technologies: Java, OpenShift, AbInitio, Teradata, Python, Jira, Confluence, Miro
Dec. 2015 - Jan. 2019
- Streamlined project portfolio management for Risk Division, reducing delivery timelines by 25% through Agile prioritization frameworks.
- Drove enhancements to the Customer Analytical Repository, providing data for CRM and Risk, increasing current data availability by 300%.
- Directed team of 15 data analysts and developers during Santander-Deutsche Bank merger, achieving 100% uptime and significant NPL reduction.
Aug. 2005 - Jan. 2015
- Held various roles in reporting and decision systems development, advancing to a management position in 2009.
- Oversaw current validation of Credit Risk scorecards, reporting to the Bank's Credit Policy Forum
- Test Leader for Risk Division during the merger with Kredyt Bank.
- Reduced operational costs by 20% by leading migration of Bank's Decision Engine from Strata CGI to AbInitio, which enhanced processing speed by 300%.
- Conducted business analysis, communicated requirements to Java developers.
Education
University of Technology
Nov. 2016 - Jun. 2017
- Data warehouses and data analysis for business applications
Aalto University & WSB
Nov. 2011 - Jun. 2013
- Completed full studies with extra summer courses in Helsinki
University of Economics
Feb. 2001 - June 2005
- Full time, Conducting classes for students of the University of Economics: Econometrics, Forecasting, and Statistical Methods. PhD thesis not completed.
University of Economics
Oct. 1996 - Feb. 2001
- Full time, Banking specialization
Interests
Hobby projects: ProHEL PM online platform, Debate Arena, Game of Life, Searchexity
Classical music, chess, go, podcasts, science fiction, Vipassana meditation.
Self-learning in AI and machine learning technologies, obtained various certificates.
- Discovery & Delivery, Scrum, User Story & Gherkin / BDD, Product Strategy, KPI Development
- User Story Mapping, Opportunity Solution Tree, Workshops & Interviews, RICE / Priority Matrix, Data Analysis
- Event Storming, Domain Driven Design, UML, Process Modeling, Architecture Design
- Claude Code, Cursor AI, AI-assisted coding with Agent Skills and MCP
- Master Data Management, OCR Systems, Data Science, Credit Lending, Risk Management, Data Warehousing
- Python, SQL TypeScript, Git, Docker, REST API, CI/CD, DevOps, Cloud Computing
- Jira & Confluence, Miro, AWS, Azure DevOps, GitHub, GitLab
- AiDevs2 certificate
- Prince2 Foundation
- ISTQB Foundation & Advanced Test Manager
- IBAQB Foundation, ITIL
- Design Thinking
- 7 habits of highly effective people
- English (Very Fluent), Polish (Native), Spanish (B2), German (A2)