Selected Work
01 — 07Experience
2022 — nowInternal systems used in day-to-day construction operations — automation that reduces manual engineering effort, shortens process lead time and improves data quality for decision-making.
Construction Simulation Platform
Simulates building construction progress over time — planned vs. actual state of the site on a live model.
TypeScript · .NET · BlazorIFC Model Classification
Classifies elements of 3D building models with Graph Attention Networks combined with LLM + RAG workflows.
PyTorch · GNN · LLM · RAGConstruction Process System
Co-developed a platform supporting key stages of the construction lifecycle, used in day-to-day operations.
.NET · C#Work-Time Reporting
Designed and delivered a reporting and work-time analytics system used across the company.
.NET · Blazor · MS SQLExcel Classification
Classifies Excel-based engineering data automatically using a RAG + LLM pipeline.
Python · RAG · LLMData Scraper
Automated data collection and preprocessing pipelines feeding internal systems.
PythonPDF Comparator
Tool for comparing PDF documents — spots differences between drawing revisions.
PythonTechnical support for marine IT systems in an international engineering setup — incident resolution and continuity of user operations.
Stack
Tools I ship withAI / ML
Backend
Frontend & Data
Education
+ CertsM.Eng · Applied Computer Science
University of Economics and Computer Science, Kraków. Specialisation: Artificial Intelligence. Full programme completed — defence expected in 2026.
B.Eng · Applied Computer Science
University of Economics and Computer Science, Kraków. Specialisation: Web & Mobile Application Development.
Certifications & Languages
MTA — Microsoft: Software Development, Database, Networking, Security, HTML/CSS Fundamentals. English C1 · Polish native.