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Alessandra Lumini

Associate Professor

Department of Computer Science and Engineering

Academic discipline: IINF-05/A Information Processing Systems

Teaching

Dissertation topics suggested by the teacher.

Internship/Thesis Proposals – Internal
  1. Design a RAG system for secure management of confidential documents
    Development of an AI system to manage confidential documents, with authenticated access, granular permissions, and audit trail, aimed at reducing administrative workload and ensuring compliance with privacy regulations.

  2. Develop a multilingual cloud chatbot for public information access
    Design of an intelligent chatbot accessible 24/7, capable of recognizing intents, providing standard responses, and automatically escalating complex requests, improving information accessibility for external users.

  3. Create an intelligent departmental repository for educational materials
    Implementation of a system to store, analyze, and automatically summarize educational materials, generate quizzes and interactive content, and enable controlled sharing between departments.

  4. Design and test local LLM solutions for coding
    Experimentation and validation of large language models (LLMs) executed locally, focusing on code generation and programming assistance. Includes installation, configuration, performance testing, and integration in controlled development environments.

  5. Design a mobile application for indoor user tracking with integration to the notification system
    Development of a mobile app to track user positions within indoor environments using indoor localization technologies. The app must communicate with the existing notification system, ensuring reliable operation even under degraded or absent connectivity, and collect movement data for managing dynamic scenarios.

  6. Design a web application for beach volleyball scouting
    Development of an interactive web application to monitor and analyze sports performance, collect data from players and matches, generate statistics and visualizations, and provide tools for strategy improvement. The architecture is modular, scalable, and integrable with external systems for real-time updates.

Internship/Thesis Proposals – External (INFN)
  1. Design multidimensional data models for dashboards and dynamic reports
    Development of data models aimed at visual analysis and dynamic report production, using advanced Business Analytics tools on a reserved cloud platform.

  2. Develop Java components for microservice-oriented ETL architecture
    Design of Java libraries and components to capture, filter, and process data from NoSQL sources (MongoDB) in a microservices architecture, with attention to modularity and scalability.

  3. Design predictive data models based on administrative data
    Development of statistical models to identify patterns and fluctuations in the entity’s procurement and tender data, aiming to support strategic decisions and assess impacts on the budget.

  4. Design a data lake architecture for managing heterogeneous data sources
    Definition of technical solutions to centralize heterogeneous data sources into a single access pattern, evaluating challenges and potential from the perspective of distributed and scalable ETL/ELT infrastructures.

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