Laura Giannantoni

Foto di Laura Giannantoni

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

Collaboratore Esterno
Dipartimento di Automatica e Informatica (DAUIN)

Profilo

Dottorato di ricerca

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

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
MostraNascondi A.A. passati

Pubblicazioni

Coautori PoliTO

Pubblicazioni degli ultimi anni

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