Personal Website

@Author = Stefano Giannini

On my website you can find a detailed summary of my work experience, education path and projects.

Blog

Moreover, I will use this website as a blogging platform. I will talk about several interesting topics:

1. Finance:
   • Stock Prediction
     • ARIMA
     • SARIMA
     • SARIMAX
     • GRU/ LSTM
     • GARCH
   • Monte Carlo
   • Portfolio Optimization
2. Physics:
   • Percolation
   • Water Dynamics
   • Lunar Lander (and Earth/ Mars Lander)
3. Machine Learning:
   • Deep Learning:
     • Computer Vision
       • Image Segmentation with (Florence-2, ...)
       • Brain Cancer Detection
       • Real-time object detection
     • NLP
       • LLM
       • RAG
       • Chatbot
       • Text-to-SQL
     • Audio:
       • Music Generation
       • Text-to-Speech
   • Graph NN
   • Reinforcement Learing:
4. Renewables:
   • World Energy Production
   • World Energy Potential
   • Solar Panel Simulations