Jakub Szuran

-Leading the transition of an RFID resource management kiosk from a Windows-based MiniPC to a highly efficient, embedded Linux platform (Raspberry Pi CM5).
-Developing Bash scripts to configure and enforce a strict, secure kiosk environment (Wayland/labwc) with restricted user permissions, blocked interfaces, and automated system recovery (watchdogs).
-Analyzing and integrating new RFID hardware c

-Prepared and processed data for ML/AI model training.
-Built, trained, and evaluated machine learning and AI models.
-Deployed models to production and monitored their performance.
-Optimized model quality and training processes.
-Continued development of LLM-, RAG-, and AI agent–based solutions.

Gained knowledge in:
-Designed and implemented solutions based on large language models (LLMs) and RAG systems.
-Developed and integrated AI agents and conversational systems.
-Created and refined Proof of Concept prototypes for AI solutions.
-Performed fine-tuning of language models and prompt optimization.
-Designed information retrieval strategies for RAG systems and AI agents.

Worked as Instructor/Worker at Baldpol.

- Paid internship in the Software and Service departments.
- Created documentation and provided support to the development team
- Computer imaging (Windows)
- Diagnostics and component replacement for computer hardware

Worked as Customer Service/Store Service at CRAG store.

Worked as Service Technician at E-Gminy.

Jun 2026

May 2026