Gregor Balkovec

Developing an internal/customer-facing platform for cybersecurity operations, enabling customers to track security cases, exchange information and access reports. Developed a bidirectional synchronization system connecting the SOAR platform with customer ticketing systems.

Co-founded and led a startup focused on blockchain data analytics and investment strategy automation. Performed exploratory data analysis on token performance and market sentiment, built ML models, and developed a full-featured webapp.

Worked on decentralized knowledge infrastructure focused on making structured, provenance-aware data available to LLMs. Developed LLM-helped knowledge graph data extraction and retrieval systems that provide better context for LLM answering.

Worked across multiple projects at LTFE, primarily focused on data analytics, web development and blockchain experimentation. Designed and built a full-stack web application for discovering Digital Decade good-practice projects, developed cybersecurity data analysis tools, and deployed a local Proof-of-Authority blockchain network.

Delivered extracurricular workshops focused on practical, hands-on learning across key topics in Python programming and applied data science, including Python fundamentals, data analysis, machine learning, deep learning, and other topics like IoT and Docker.

Graduated as a mechanical engineer from the Faculty of Mechanical Engineering, University of Ljubljana, from 2014 to 2020.