Work - Josip Tomo Licardo

Projects

BPMN Assistant

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

TinyLlama Quantized Intent Classifier

4-bit quantized and fine-tuned TinyLlama model for e-commerce intent detection.

Traffic Sign Mapping Prototype

AI prototype for mapping traffic signs and street infrastructure from 360° video.

SatelliteGuard

A computer vision system that uses satellite and drone imagery to detect buildings, land usage, and illegal waste disposal sites, developed for the City of Vodnjan.

Pricelist Processing System

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

FLAN-T5 Coref

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

Process Visualizer

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

BPMN-BERT

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

spaCy NER

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