nicola-bini / personal-config

Hellos, Nicola's here!👋🏼

Business enthusiast and computer science addict.

End Date	Course	University	Location
2016	Computer Science Diploma	ITIS G Marconi, High School	Jesi (AN), Italy
2019	Business Administration	Bocconi University	Milan (MI), Italy
2021	Business Analytics	Hult University	Boston (MA), United States
2022	Finance	Hult University	Boston (MA), United States

Projects highlights

💯 Solved 2048 game using Markov Chain Monte Carlo (📄Paper)

• Created a 2048 clone using pycharm, tested MCMC algorithm with different parameters (final on the right, n=1024)
• Developed a saving system to quickly replay successful runs with different speed levels
• Achieved a 2048 tile on the first 3 consecutive runs

n = 100	n = 1024
n.100.mov	n.1024.mov

🐍 Introduction to Python Class hosted by the Hult Data Club (📹 Video)

• 30+ Hult Students and Alumni attended the event
• Live coding event held with participants from more than 15 different countries
• Summarized Python's basic concepts in 1-hour long session

👮🏼‍ Crime database for statistical reports: (🔗 Code | 📄 Paper)

• Design and deployed a normalized SQL database following the guidelines from the UCR Program of the United States
• Created queries and Tableau visuals to automatically create reports about statistics of crimes
• Populated it with 10000+ rows of randomly generated data to showcase the final result

📈 Trading Algorithm - Keras NN and Twitter's sentiment analysis: (🔗 Code | 📄 Report)

• Trained LSTM models to make buy/sell decisions, achieved 60% accuracy on test data
• Scraped and analyzed sentiment of Twitter users about trading stocks
• Ensembled model performing 27% better than invidual models

Coding with Friends!

       

       

Stats!

☕ Hit me up for a virtual coffee!