ivanlettéri.it

AI and ML for Algorithmic Trading

About Me

Ph.D. in Computer Science

I am a Research Fellow with completed 3 years of PostDoc in Computer Science, a PhD in Engineering and Computer Science, and Master’s with 110 CUM LODE and Bachelor’s Degrees with 110 CUM LODE in Computer Science.
My topics of interest are:
– Machine Learning, Artificial Intelligence,
– Algorithmic Trading, Statistical Analysis,
– Technology Enhancement Learning, Green Economy.

During my academic years, I gained a lot of experience in Python programming, designing and developing software in Python for trading online with my own personal framework called AITA (Artificial Intelligence Trader Agent) on which I run trading systems automatically. Furthermore, this framework is powered by green energy from photovoltaic panels. I have developed applications for data mining and systems analysis for computer security. I have also developed predictive algorithms for the spread of COVID19.

AITA project

AITA is a project that aims to develop and test algorithmic trading strategies based on artificial intelligence, using different models and techniques of machine learning, such as neural networks, reinforcement learning, incremental learning, etc. The project uses Python as the programming language and various libraries and frameworks, such as TensorFlow, PyTorch, OpenAI-Gym, etc.