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Hello,
This is Paul, I'm a Software & AI Engineer.

Bio

I hold a cum laude Master’s in AI from the University of Pisa, where my thesis introduced a novel autoregressive GNN for multivariate time series generation. My core focus is developing and applying Graph Neural Networks for complex time series analysis. At ION Trading, I engineer AI systems that model client needs and market data to provide automated guidance on financial investments. Looking forward, I aim to pivot my core expertise in spatiotemporal modeling towards critical societal problems, specifically within the domain of energy informatics.

Paul Magos
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Education
Educational Animation
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2025 - ?

Unknown

Unknown

Unknown

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2022 - 2024

University of Pisa

Master Degree - Artificial Intelligence

University of Pisa

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2019 - 2022

University of Pisa

Bachelor Degree - Computer Science

University of Pisa

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2012 - 2018

ITIS 'Luigi Di Savoia'

High School Diploma - Computer Science

ITIS 'Luigi Di Savoia'

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Experiences
Experience Animation
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(Oct 2025)

Unknown

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(Feb 2025 - Aug 2025)

Software & Artificial Intelligence Engineer

Working on the backend of a financial product, making software architecture decisions and feature development in Java. Additionally, 20% of the time is allocated to a research project exploring applications of artificial intelligence in financial systems.

ION Trading Srl, Pisa, Italy

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(Jan 2024 - Jun 2024)

Research Fellow

Research Fellowship under the supervision of Prof. Alina Sîrbu, focused on Post, formerly Tweets, retrieval for text sentiment analysis, image tagging, video transcription, and subsequent analysis.

University of Pisa

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(Aug 2022 - Nov 2022)

Freelance Software Engineer

Developed a smart routing logistics program to optimize delivery routes based on a set of orders. The system minimized both total distance and travel time using route optimization algorithms.

PRIMIS Srl, Italy

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Articles

International Mobility between the UK and Europe around Brexit: a Data-Driven Study

internationalMobilitySirbu2024
internationalMobilitySirbu2024,
title={International Mobility between the UK and Europe around Brexit: a Data-Driven Study},
authors={Sîrbu, Alina and Goglia, Diletta and Kim, Jisu and Magos, Paul Maximilian and Pollacci, Laura and Spyratos, Spyridon and Rossetti, Giulio and Iacus, Stefano Maria},
journal={Springer's Journal of Computational Social Science},
year={2024},
doi={10.1007/s42001-024-00277-4},
}
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Projects

Smart Reports - Smart Applications

name:'Smart Reports - Smart Applications',
tools: ['Vue.Js', 'Vuetify', 'Django', 'Python', 'Agile Methodology', 'User Stories', 'Acceptance Criteria],
myRole:Project Manager, Full Stack Developer,
Description: I coordinated the development of a Smart Reporting Platform for the industrial domain as part of the Master's degree program. Responsibilities include overseeing project milestones, managing team members, and ensuring successful project delivery.,
};

IntelliMap - Laboratory on ICT Startup Building

name:'IntelliMap - Laboratory on ICT Startup Building',
tools: ['Agile Methodology', 'Public Speaking', 'Time Management', 'Resource Management', 'Pitch Presentation],
myRole:Team Leader,
code:,
Description: I had the opportunity to coordinate the proof of concept of a Startup idea, in the field of AI applications. The idea was based on summarization and automatic mind map creation from student's notes.,
};

Exams projects

name:'Exams projects',
tools: ['Python', 'Tensorflow', 'Pytorch', 'Torch Spatiotemporal', 'Keras', 'C/C++', 'Java', 'Git', 'Vue.Js', 'VsCode', 'JetBrains Tools],
myRole:Software & AI Developer,
Description: I was part of many group projects during the Master in which we addressed many tasks related to the AI domain, like optimal path finding, writing neural networks from scratch, question generation models fine-tuning, cell analysis tools comparisons, data mining techniques and many more.,
};

Contact me

If you have any questions or concerns, please don't hesitate to contact me. I am open to any work opportunities that align with my skills and interests.

paulmagos@icloud.com

Pisa, Italy