Curriculum Vitae

Education

• Ph.D. in Computer Science (in progress), University of Pisa (2024–2027)
  Supervisor: Prof. Davide Bacciu

• M.Sc. in Computer Science, University of Pisa (2022–2024)
  Curriculum: Artificial Intelligence
  Final grade: 110/110 with honors
  Thesis: Implicit chemical property optimization with Graph Energy Based Models
  GPA: 30.4/30 (4.0/4.0)

• B.Sc. in Computer Science, University of Pisa (2018–2022)
  Final grade: 102/110
  Thesis: MyBreathingHeart: Sviluppo e Implementazione di un’applicazione per il monitoraggio remoto di problemi cardiorespiratori

• High School Diploma, Liceo Scientifico L.B. Alberti (2013–2018)

Academic Experience

• Teaching Assistant, Programming Laboratory 1 — University of Pisa (Jan–June 2025)

• AI Research Assistant, Department of Computer Science, University of Pisa (2023–2024)

• Undergraduate Fellowship (2023): Development and implementation of a smartphone-based deep learning framework for cardiopulmonary disease monitoring. Fully funded by Regione Toscana.

Research Interests

Deep Learning, Computational Health, Machine Learning, Complex Systems, Bioinformatics, Drug Discovery, Graph Deep Learning.

Publications

Journal Articles

1. E. Vignali, E. Gasparotti, L. Miglior, et al., “A new smartphone-based method for remote health monitoring: Assessment of respiratory kinematics,” Electronics, vol. 13, no. 6, 2024. DOI: 10.3390/electronics13061132
2. L. Simone, L. Miglior, V. Gervasi, et al., “Early screening of cardiorespiratory diseases through smartphone imu sensors and bidirectional lstm,” SSRN Preprint, 2023. DOI: 10.2139/ssrn.4676194

Conference Proceedings

• L. Miglior, L. Simone, M. Podda, D. Bacciu, “Towards Efficient Molecular Property Optimization with Graph Energy Based Models,” in Proceedings of the European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), January 2025. DOI: 10.14428/esann/2025.ES2025-120

• E. Vignali, L. Miglior, E. Gasparotti, et al., “An application for remote respiratory patterns detection in post-surgery patients,” in Proceedings of the 28th Congress of the European Society of Biomechanics, 2023. URL

Conferences and Workshops

• 2024: Workshop MyBreathingHeart: Quanto è in forma il tuo respiro? — Pisa, 9–10 February 2024