Kraków, PL — 50.06°N 19.94°EAI/ML · Software

PawełSocha.

AI/ML Engineer & Software Developer. I build systems where machine learning meets production software — from classifying 3D building models to LLM-powered tools people use every day.

Software Developer @ ERBUD S.A.M.Eng Applied CS — AI · 2026

Selected Work

01 — 05
01AI Classification

Classifies elements of IFC building models against specs — review UI, filtering, PDF reports.

AI · BIM↗
02Learni

Upload your study materials, get AI-generated quizzes. Progress synced across web and mobile.

AI · EdTech↗
03Glonozałruz

Merch store for an artist on a custom domain — limited drops, cart, checkout.

E-commerce↗
04Damjul

Marketing site for a social media studio — bold type, scroll-driven motion.

Web · Brand↗
05Majkel

Minimal portfolio for a photographer, built around an endless photo wall.

Web · Photo↗

Experience

2022 — now
09.2023 — present
Software Developer · ERBUD S.A.
  • Construction simulation platform — simulates building progress. TypeScript, .NET, Blazor.
  • IFC model classification — Graph Attention Networks + LLM/RAG workflows.
  • Work-time reporting — analytics system in .NET and Blazor.
  • Automation tooling — Python scrapers, RAG-based Excel classification, PDF comparison.
05.2022 — 11.2022
IT Support Engineer, Marine · ABB Ltd
  • Technical support for marine IT systems in an international engineering setup.

Stack

Tools I ship with

AI / ML

PyTorchscikit-learnNLPLLM OrchestrationAgentic SystemsRAGGNN

Backend

C#.NETEF CorePythonFlask

Frontend & Data

TypeScriptJavaScriptBlazorMS SQLMongoDB

Education

+ Certs
2024 — 2026

M.Eng · Applied Computer Science

University of Economics and Computer Science, Kraków. Specialisation: Artificial Intelligence.

2020 — 2024

B.Eng · Applied Computer Science

University of Economics and Computer Science, Kraków. Specialisation: Web & Mobile Development.

Microsoft · MTA

Certifications & Languages

Software Development, Database, Networking, Security, HTML/CSS. English C1 · Polish native.

Let's talk ↗

© 2026 Paweł Socha · Kraków
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