WORK PACKAGES
Project Structure
The project is organized into 5 work packages: a shared platform, three vertical applications addressing the partners’ use cases, and a work package dedicated to dissemination.
SIGENERA Platform
Critical analysis of GenAI/LLM techniques and implementation of the shared platform.
State-of-the-Art Analysis
omprehensive analysis of available GenAI/LLM technologies: fine-tuning, RAG, quantization, testing techniques, and methods for correcting undesirable behaviors.
Platform Implementation
Design and implementation of the SIGENERA platform: scalable, featuring fine-tuning, querying, and advanced prompting techniques on GPUs.
LLM Models for the Help Desk
Study of the theoretical foundations of Large Language Models (LLMs) for automated response systems. Customisation of the SIGENERA platform using data from the University of Calabria's Student Services, serving up to 50,000 students.
UNICAL Chatbot Development
Development of the chatbot to handle student enquiries, resolve common issues automatically, and route more complex requests to human operators, following an Agile development methodology.
University Help Desk
Adaptation of the SIGENERA platform to the Help Desk chatbot for UNICAL’s Educational Services M7–M24 · Type: RI, SS
Source Code Generation
Adaptation of the platform for querying and monitoring information systems, applied to TimeSheet Connect and MyVisure. M7–M24 · Type: RI, SS
LLM Models for Information Systems Querying
Adaptation of LLM models for generating queries and commands in the DML of the MYVISURE information system (Tecnoinnovis) and TimeSheet Connect Q (Digiservice).
Software Services Development and Validation
Development of software modules to integrate LLM models into the target platforms. ITS CADMO interns will be involved in on-the-job training. AGILE methodology.
LLM Models for Meeting Minutes Generation
Adaptation of LLM models for the automatic generation of meeting minutes within the EligoVote platform (ID Technology), using AI techniques to improve the accuracy, consistency, and reliability of the content.
Software Services Development and Validation
Development of software services to integrate LLM models into the EligoVote platform through SiGENERA. The prototype will be validated using a dataset of transcripts and voting records. AGILE methodology.
Meeting Minutes Generation
Verticalizzazione della piattaforma SIGENERA per la generazione automatica di verbali di riunione nella piattaforma EligoVote, mediante modelli LLM specializzati, tecniche di AI per il supporto contestuale e servizi software integrati per la produzione e la validazione dei verbali. M7–M24 · Type: RI, SS
Dissemination of Results
Sharing the project’s results with the scientific community and the general public through multiple channels. M1–M24 · Type: RI, SS
Communication and Project Website
Regional workshop, brochure, infographics, bilingual website (IT/EN), and promotion through professional social media channels, particularly LinkedIn.
International Conferences
Participation in at least two international conferences in different EU Member States. Publication of articles in specialized ICT and FinTech journals
one shared vision.