Greetings, I am Mario Avolio,
a seasoned professional in the realm of Computer Vision & Artificial Intelligence.

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About me

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I am Mario Avolio, a dedicated and innovative Computer Vision and Artificial Intelligence Engineer. I hold a Master's Degree in Computer Science from the University of Milano-Bicocca, graduating with top honors (110/110 cum laude). My academic journey has equipped me with deep expertise in the dynamic fields of Deep Learning, Machine Learning, and Computer & Robot Vision. Throughout my studies and personal projects, I have developed a robust technical proficiency with tools and frameworks such as PyTorch, Python, Keras, TensorFlow, and OpenCV. This technical arsenal allows me to design and implement sophisticated algorithms and models tailored to solve complex problems. In addition to my specialization in AI and Computer Vision, I possess a strong foundation in Data Science and Software Engineering. This combination of skills enables me to handle large datasets, perform insightful analyses, and develop efficient software solutions that integrate seamlessly with AI technologies. My commitment to continuous learning and staying updated with the latest advancements in the field ensures that I am always at the forefront of technology. I am passionate about leveraging AI to drive innovation and deliver impactful solutions.

Yours sincerely, Mario Avolio

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Main Projects

BrainyBot

Introducing BrainyBot: an innovative undertaking by the DeMaCS department at the esteemed University of Calabria, merging the realms of robotics and AI. BrainyBot represents a state-of-the-art delta robot optimized for excelling in match-3 games and ball-sorting puzzles on mobile devices. Its meticulously designed delta structure seamlessly combines precision and agility, while its cutting-edge vision module adeptly discerns colors and shapes. The strategic decision-making prowess of the robot, fueled by declarative game models, is a testament to its adaptability and sophistication. BrainyBot's integration encompasses a spectrum of AI methodologies, ranging from intricate vision processing to the strategic nuances of answer set programming. Effortlessly interacting with devices, BrainyBot's influence extends through its meticulously crafted reusable infrastructure. This harmonious synergy of technology and inventive prowess not only reshapes the landscape of human-robot interaction but also augments the trajectory of advancements in robotics and AI.

The culmination of this project is encapsulated within the scholarly paper titled "From Vision to Execution: Enabling Knowledge Representation and Reasoning in Hybrid Intelligent Robots Playing Mobile Games," which was prominently featured at the esteemed 20th International Conference on Principles of Knowledge Representation and Reasoning (KR2023).

See Paper (KR2023) Source Code

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