Leonardo Giannantoni

Dottorando in Ingegneria Informatica E Dei Sistemi , 37^o ciclo (2021-2024)
Dipartimento di Automatica e Informatica (DAUIN)

leonardo.giannantoni@polito.it

Profilo

Dottorato di ricerca

Titolo della tesi

From Bio-Inspired to AI-Driven Algorithms: Modeling, Simulation and Optimization of Complex Systems

Argomento di ricerca

From Bio-Inspired to AI-Driven Algorithms: Modeling, Simulation and Optimization of Complex Systems

Tutori

Presentazione della ricerca

Poster

Interessi di ricerca

Computer architectures and Computer aided design

Computer graphics and Multimedia

Controls and system engineering

Data science, Computer vision and AI

Life sciences

Parallel and distributed systems, Quantum computing

Software engineering and Mobile computing

Biografia

LinkedIn · Google Scholar · GitHub

EDUCATION

2024. PhD in Control and Computer Engineering
2016. MSc in Computer Engineering, Polytechnic University of Turin
- Thesis: Development of algorithms and tools for classification of biological data using non-coding RNA.
2014. BSc in Computer Engineering, Polytechnic University of Turin

WORK EXPERIENCE

2024 - 2024. Visiting Researcher, EMBL Hamburg
- Structural Biology; OpenFold Doctor
2022 - now. Research engineer, Polytechnic University of Turin
- Modeling and simulation of biological Neural Networks
- Automated design and optimization of genetic networks through Reinforcement Learning
- AI-driven structural biology
2021 - 2024. Teaching Assistant, Polytechnic University of Turin
- System and device programming in Rust (M.Sc.)
- Algorithms and programming in C (B.Sc.)
2020 - 2022. Research engineer, Polytechnic University of Turin & Cultura Regenerating Systems
- Co-simulation-based evolutionary computation of biofabrication protocols
2020 - 2020. Research engineer, University of Turin & Candiolo Cancer Institute - IRCCS
- ML-based Computer-Aided Diagnosis (CAD) system for identification of prostate cancer from multimodal MRI
2019 - 2019. Teaching assistant, Polytechnic University of Turin
- Programmazione di sistema (System and device programming) M.Sc. course, C++ laboratory
2016 - 2019. Research assistant, Polytechnic University of Turin
- Machine learning techniques for large-scale visual and spatio-temporal data analysis
- Big Data and Machine Learning techniques for network monitoring and analysis

Competenze

Settori ERC

PE6_6 - Algorithms, distributed, parallel and network algorithms, algorithmic game theory

PE6_7 - Artificial intelligence, intelligent systems, multi agent systems

PE6_13 - Bioinformatics, biocomputing, and DNA and molecular computation

PE6_12 - Scientific computing, simulation and modelling tools

PE6_3 - Software engineering, operating systems, computer languages

Altri titoli

Member of the Focus Group of Researchers (2023-)

Didattica

Insegnamenti

Corso di laurea magistrale

Programmazione di sistema. A.A. 2022/23, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso

MostraNascondi A.A. passati

Corso di laurea di 1° livello

Algorithms and Programming. A.A. 2023/24, ELECTRONIC AND COMMUNICATIONS ENGINEERING (INGEGNERIA ELETTRONICA E DELLE COMUNICAZIONI). Collaboratore del corso
Algorithms and Programming. A.A. 2022/23, ELECTRONIC AND COMMUNICATIONS ENGINEERING (INGEGNERIA ELETTRONICA E DELLE COMUNICAZIONI). Collaboratore del corso