Selected projects

Publications

  1. Performance Trade-offs of Optimizing Small Language Models for E-Commerce

    Licardo, J.T., Tanković, N., Osman, I., Lorencin, I., Baressi Šegota, S.

    Big Data and Cognitive Computing

    2026

  2. BPMN Assistant: An LLM-Based Approach to Business Process Modeling

    Licardo, J.T., Tanković, N., Etinger, D.

    Applied Sciences

    2026

  3. From Innovation to Impact: Case Studies of EDIH Adria TBI Projects

    Lorencin, I., Krčelić, G., Blašković, L., Žužić, A., Licardo, J.T., Babić, S., Etinger, D., Tanković, N.

    48th ICT and Electronics Convention MIPRO

    2025

  4. Intelligent Robotics—A Systematic Review of Emerging Technologies and Trends

    Licardo, J.T., Domjan, M., Orehovački, T.

    Electronics

    2024

  5. A Method for Extracting BPMN Models from Textual Descriptions Using Natural Language Processing

    Licardo, J.T., Tanković, N., Etinger, D.

    Procedia Computer Science

    2024

Additional projects

LLMs

AI Legal Text Processing

AI-powered system using LLMs to automate the consolidation of municipal regulations and their amendments into unified, error-free documents.

Computer Vision

TEyeD Gaze Regression

Lightweight deep learning model for 2D near-eye gaze estimation trained on the TEyeD dataset.

Computer Vision

Aerial Detection Prototype

A computer vision system that uses satellite and drone imagery to detect buildings, land usage, and illegal waste disposal sites.

Computer Vision

Pricelist Processing System

Developed an app leveraging GPT-4 vision capabilities and OCR services to digitize pricelist images.

Computer Vision

Industrial Defect Detection Prototype

Computer vision prototype for an NDA-protected client, designed to detect defects in high-resolution industrial imagery.

NLP

FLAN-T5 Coref

A fine-tuned version of FLAN-T5-large model trained on the Winograd WSC dataset for coreference resolution tasks.

NLP

Process Visualizer

An application to convert textual process descriptions into simplified BPMN diagrams using NLP.

NLP

BPMN-BERT

A BERT model extracting actors, activities, activity details, process context, and business rules from process descriptions.

NLP

spaCy NER

A Streamlit app showcasing a custom spaCy model trained to identify tasks in business process descriptions.