Leonardo Giannantoni

Leonardo Giannantoni's picture

Ph.D. candidate in Ingegneria Informatica E Dei Sistemi , 37th cycle (2021-2024)
Department of Control and Computer Engineering (DAUIN)

External Collaborator
Department of Control and Computer Engineering (DAUIN)

Profile

PhD

Research topic

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

Tutors

Research presentation

Poster

Research interests

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

Biography

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

Skills

ERC sectors

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

Other titles

  • Member of the Focus Group of Researchers (2023-)

Teaching

Teachings

Master of Science

MostraNascondi A.A. passati

Bachelor of Science

  • 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
MostraNascondi A.A. passati

Publications

PoliTO co-authors

Last years publications

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