Web applications
Designing and building applications from concept, data modeling, and user roles through frontend, backend, admin panel, to deployment.
operating system · 5 public projects · 2026
I turn complex processes into working systems.
I design and build web applications and tools that support working with data, decisions, and information. I combine experience in classic web development with modern full-stack development, practical Python, data analysis, and AI tools as an integral part of the engineering toolkit.
This site presents my personal projects, research directions, and workflow. Not all projects are commercial products — some are demonstrators, educational tools, or conceptual prototypes.
01What I do
I am most often drawn to situations where work gets fragmented across spreadsheets, messages, documents, unclear arrangements, and manual checks. In these problem spaces, I design a simpler process, a clear data model, and an application to support that process.
Analytical tools
Working with data, rankings, weights, multi-criteria comparison, reporting, and result interpretation.
Education and didactic tools
Systems and resources for learning, teaching, instructor workflow, and organizing domain knowledge.
Digital Compliance & Compliance Engineering
Translating regulatory requirements into evaluation criteria, evidentiary material, quality control, and reporting.
Practical use of AI
AI tools in problem analysis, planning, exploring alternatives, implementation, refactoring, and documentation — not as a substitute for domain understanding.
02Selected projects
Projects I have designed and built.
I do not treat all of them as commercial products. Some are demonstrators, some educational tools, some pro publico bono projects, or foundations for further research and implementation.
01 · digital compliance
project in development
Audyt Zgodności
Compliance Engineering environment: from regulatory requirements through criteria and evidence to quality control and reporting.
audytzgodnosci.pl
Project description
02 · decision analysis
educational tool
Academic MCDA Calculator
Web application for multi-criteria decision analysis — rankings, weights, method comparison, sensitivity analysis, and report export.
mcda.omniklasa.pl
Project description
03 · information & editorial
personal project
Skan Dnia
System for concise information briefings: RSS sources, topic clustering, editorial workflow, versioning, and publishing.
skandnia.pl
Project description
04 · education
educational project / demo
OmniKlasa
A closed-access school application for managing assignments, student submissions, revisions, feedback, and class matters.
omniklasa.pl
Project description
05 · group collaboration
pro publico bono
Cooperatives
Application for food cooperatives, CSAs, and buying groups — demand rounds, member declarations, and supplier demand aggregation.
co-op.pl
Project description
more
All projects
Full list with technical scope, project status, and explicit limitations of each project.
/projects
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03How I work with AI tools
I treat AI tools as an integral part of my engineering and development toolkit. For me, the greatest value is not merely in generating code, but in working on the underlying problem: clarifying requirements, outlining alternatives, identifying edge cases, comparing architectures, preparing application structure, refactoring, documentation, and testing.
In practice, this means multiple iterations: from the big picture to the details and back. First comes understanding the process, user roles, data, and constraints. Only then does implementation make sense. Effective use of AI begins before writing code.
04Potential areas of collaboration
Conversations at the intersection of web, data, education, and digital compliance.
Education & academic collaboration
Potential courses, lab sessions, student projects, didactic materials, and research on using AI in learning.
Compliance Engineering & compliance screening
Initial assessment of websites and digital processes, structuring findings, evidentiary material, and preparation for formal validation.
Process-driven web applications
Design and development of small to mid-sized web systems that bring order to specific organizational workflows.