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Nicola-Bini/README.md

Hellos, Nicola's here!๐Ÿ‘‹๐Ÿผ

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

๐Ÿ’ฏ Solved 2048 game using Markov Chain Monte Carlo (๐Ÿ“„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



๐Ÿ Introduction to Python Class hosted by the Hult Data Club (๐Ÿ“น 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

Light Light



๐Ÿ‘ฎ๐Ÿผโ€ Crime database for statistical reports: (๐Ÿ”— Code | ๐Ÿ“„ 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

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๐Ÿ“ˆ Trading Algorithm - Keras NN and Twitter's sentiment analysis: (๐Ÿ”— Code | ๐Ÿ“„ 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

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Coding with Friends!

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Stats!

โ˜• Hit me up for a virtual coffee!

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Pinned

  1. algo-trading algo-trading Public

    An algorithm that combine the output of a neural network and a text analytics analysis to trade stocks

    Jupyter Notebook 1

  2. Crime_db Crime_db Public

    Crime database with queries and procedures for statistical purposes

    1