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Hello World! My name is
Tommaso Giovannini
Tommaso Giovannini
Featured Projects
Check out my latest projects
Gemma Vision
AI vision assistant for the blind.
The first ever accessibility app with fully on device AI and a tactile interface through a
controller. Built with Google’s Gemma 3n model to describe scenes, read text, and identify
objects.
Features:
• 8BitDo micro controller support for hands-free operation
• Offline AI processing after initial model download
• Complete privacy — nothing leaves your device
• Scene description and text reading
• Ask follow-up questions — Gemma remembers previous photos you've sent
• Screen reader optimized for VoiceOver and TalkBack
• Free to use
Compare Portfolios
Learn how modern portfolio theory works
Run portfolio optimisations including max Sharpe ratio, min variance, risk parity, max
diversification, hierarchical risk parity and value at risk. Edit the stock weights to try
to improve their performance. Visualise the efficient frontier and the attainble set of
portfolio return-volatility combinations. See how the portfolios on the efficient frontier
compare to investing in the individual stocks
Features:
• Run classic portfolio optimisation strategies
• Calculate the attainable set of portfolios
• Efficient frontier visualisation
• Backtest strategies over any date range
• Calculate metrics for strategy performance such as Sharpe ratio, Sortino ratio, Treynor ratio
• Free to use
James AI
Customisable AI assistant for students
James is a customisable AI assistant designed to help students study more effectively. It
uses retrieval-augmented generation (RAG) to process uploaded files such as textbooks,
research papers, and web content, turning them into study materials like flashcards,
summaries, and mind maps.
James can search through your documents to provide accurate answers and create personalised study resources tailored to your specification. Whether you're looking to review key points or dive into a specific topic, James simplifies the process by organising information into easy-to-use formats.
James can search through your documents to provide accurate answers and create personalised study resources tailored to your specification. Whether you're looking to review key points or dive into a specific topic, James simplifies the process by organising information into easy-to-use formats.
Features:
• Summarise research papers
• Create personalised flashcards
• Generate mind maps
• Write practice questions
• Run Python code to create visualisations
• Built by students for students
Flashcards AI
AI-powered flashcard generation
Say goodbye to long hours of tedious note-taking, highlighting and re-reading textbooks,
and instead supercharge your revision with the power of AI.
You can now create high-quality, customized flashcards in seconds, directly based off of your textbook, saving you precious time and effort that you can spend on other important tasks. Furthermore, by using flashcards you are constantly testing yourself so you know how much you have really learnt, making it far more efficient for memorization.
Just take a picture of a textbook page or copy text from a website and in seconds the AI can generate a concise list of flashcards with the key information.
You can now create high-quality, customized flashcards in seconds, directly based off of your textbook, saving you precious time and effort that you can spend on other important tasks. Furthermore, by using flashcards you are constantly testing yourself so you know how much you have really learnt, making it far more efficient for memorization.
Just take a picture of a textbook page or copy text from a website and in seconds the AI can generate a concise list of flashcards with the key information.
Features:
• Generate flashcards with AI!
• Scan any textbook page as prompt or copy text from a website
• Alternatively you can leave the prompt field blank and get random questions on a topic of your choice
• Log in and access your flashcards from all devices
• Get flashcards read to you
• Simple and easy to use
Skills/Expertise
I am a flutter app developer with a strong interest in Machine Learning and Data Science. I
started programming 5 years ago, and it is one of my favorite hobbies. It is always amazing
to get to the end of a project, release it, and see it being used all around the world.
Flutter
I use flutter to build mobile apps, it is cross platform so I only need to write the code once. Flutter uses the dart language and it is a really powerful development tool.
Python
I have worked a lot with Python from random projects in PyCharm to building neural networks on Kaggle.
Unity
I use unity Unity to build video games. I love unity because it has a very visual interface and lots of plug ins. I use C# when coding in Unity.
Tensorflow
This is the framework I use to train my neural networks. It is great because it has tons of features and TensorBoard is very useful to see how your model is training.
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