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General Information
Full Name | Luigi Sigillo |
Date of Birth | March 1998 |
Languages | English, Italian |
Education
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2025 Ph.D in Information and Communication Technology
Sapienza University of Rome, Rome, Italy - Generative Deep Learning in the Hypercomplex Domain for High Energy Efficiency Artificial Intelligence Applications
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2021 M.S. in Engineering in Computer Science
Sapienza University of Rome, Rome, Italy - My master thesis title is "Hypercomplex Generative Deep Learning for Image Modality translation"
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2021 B.S. in Computer Science and Engineering
Università degli Studi di Roma Tre, Rome, Italy
Experience
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03/2022 - 05/2022 Machine Learning Engineer
omninext - Deep learning for photovoltaic energy predictions
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03/2019 - 06/2019 Cloud Engineer
Claranet Italia - Serverless architectures on AWS
Conference Talks
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2023 StawGAN Structural-Aware Generative Adversarial Networks for Infrared Image Translation
- Presentation at ISCAS 2023 conference in session Artificial Intelligence in Nonlinear Circuits & Systems held in Monterey, USA.
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2023 A transformer-based model for vessel route forecasting
- Presentation at MLSP 2023 conference in session Industry Session held in Rome, IT.
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2024 Ship in Sight: Diffusion Models for Ship-Image Super Resolution
- Presentation at WCCI 2024 conference in session Large-scale Neural Networks held in Yokohama, JP.
Other Academic Activities
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2024 Teaching Assistant
- Master's degree course Machine Learning for Signal Processing at Sapienza University of Rome.
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2024 Winner of funding
- Winner of funding "Projects for Starting Research - Type 1" promoted by Sapienza, with the project "Wavelets Diffusion Models for Image Super-Resolution".
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2024 Invited Reviewer at IEEE WCCI 2024.
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2023 Invited Reviewer at IEEE MLSP 2023.
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2023 Invited Reviewer at IEEE ICASSP 2023.
Projects
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CartoonGAN
- Testing and Implementation of "CartoonGAN Generative Adversarial Networks for Photo Cartoonization".
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Aviation Crashes Visualization
- Aviation Crashes Visualization D3js to represent information about aircraft crashes such that accidents could be easily plotted, analyzed and understood.
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NextRoom
- IoT project meant for Sapienza Smart Museum involving some STM low energy boards. The system suggests to visitors the best rooms to visit according to their tastes and during the Covid19 helps to guarantee social distancing and avoid gatherings.
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PhilosopherRank
- PhilosopherRank a PageRank-based method applied on philosophers' Wikipedia pages to extract influence relations and rank objectively the most influential philosophers
Skills
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Languages
- Strong reading, writing and speaking competencies for English and Italian.
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Coding
- Python, C#, Java, sql, xml, LATEX, ...
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Databases
- Mysql, Postgresql, mysql, sqlite.
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Web Dev
- Html, css, JavaScript, Apache Web Server, Tomcat Web Server.
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Misc.
- Deep Learning, Machine Learning, Natural Language Processing, Software Engineering, IoT, Visual Analytics, Computer and Network Security.