Projects

BPMN Assistant

LLM-powered assistant for creating, editing, and interpreting business process diagrams.

PythonVueLLMsBPMN

Pricelist Processing System

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

OpenAI APIAzure OCRPython

FLAN-T5 Coref

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

T5NLPTransformers

Process Visualizer

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

NLPPythonBPMN

BPMN-BERT

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

BERTNLPTransformers

Librarium

A web app for library management.

VueFirebase

spaCy NER

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

spaCyNLPStreamlit

Publications

Intelligent Robotics—A Systematic Review of Emerging Technologies and Trends

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

Electronics (2024)

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

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

Procedia Computer Science (2024)