Nice to meet you!
I'm Matteo.

Based in Italy
I'm a student of Artificial Intelligence. at the University of Bologna.

Timeline

A brief overview of my academic and professional journey so far.

Ongoing

MSc in Artificial Intelligence at the University of Bologna..

Currently enrolled in the MSc in Artificial Intelligence program at the University of Bologna. Engaged in advanced coursework in Artificial Intelligence, Machine Learning, and Deep Learning. Acquiring in-depth knowledge of AI algorithms, techniques, and methodologies. Developing hands-on skills in AI programming, data analysis, and machine learning model development. Engaging in research projects and collaborating with peers in an advanced academic environment.

August 2024

Joined Outlier AI as an AI Training for Italian Writers.

Contributed to the fine-tuning of AI models to become more proficient and effective writers by evaluating content, rating LLM responses, and preventing hallucinations.

November 2023

Research Fellowship in Embedded Systems for Assistive Technologies at the University of L'Aquila..

Research activities in the field of Embedded Systems for Assistive Technologies. Engaged in hands-on research projects focusing on embedded systems with specific focus on Versal VCK190 by AMD/Xilinx. Contributed to the design and development of innovative solutions aimed at enhancing accessibility and improving the quality of life for users with special needs. Acquired significant skills in implementing embedded systems and collaborated effectively in an advanced research environment.

July 2023

BSc in Computer Science with focus on Data Science at LUMSA University.

Thesis focused on evaluation and modeling of timing performance of Neural Networks running on Versal AI Engine in presence of contention on shared resources.

Projects

A collection of projects that I have worked on in the past. Some of them are personal projects, while others are university projects.

Sexism Detection (Twitter, Gab, Reddit)

Sexism Detection (Twitter, Gab, Reddit)

Sexism detection in social media using LSTMs, Transformers and In-Context Learning (zero-shot and few-shot).

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Milan Multilayer Network Analysis

Milan Multilayer Network Analysis

Multilayer Network Analysis of Milan Public Transport System (metro, bus, tram).

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Sentence Reconstruction with Transformers

Sentence Reconstruction with Transformers

Using Transformers to reconstruct sentences from shuffled words.

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Whisper-TikTok

Whisper-TikTok

From AI tools to TikTok video creation using FFMPEG, Microsoft Edge read aloud and OpenAI Whisper model.

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Heart Disease Prediction

Heart Disease Prediction

A Bayesian Network model to predict the presence of heart disease in patients.

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Image Search Engine: Weaviate

Image Search Engine: Weaviate

An image search engine using Weaviate and Streamlit.

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Scalable WebApp

Scalable WebApp

A scalable web application using R Shiny, Docker, and Ansible.

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H&M Personalized Fashion Recommendations

H&M Personalized Fashion Recommendations

A recommendation system for H&M fashion products.

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Netflix Movies & TV Shows

Netflix Movies & TV Shows

An in-depth analysis of Netflix movies and TV shows.

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Italian Wine Analysis

Italian Wine Analysis

An analysis of Italian wine using clustering and Finite Mixture Models.

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Primary Biliary Cholangitis Analysis

Primary Biliary Cholangitis Analysis

An analysis of Primary Biliary Cholangitis using clustering and classification.

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