Natural Language Processing Project
Finetuning Mistral 7B with QLoRA for KG construction.
My story
I've always been curious, since I can remember. As a kid, every answer for me was priceless, a beautiful insight of a world that never ceased to amaze me, and brought light to other fields that I wanted to know more of. I got to the point where I didn't know where to go next: thousands of doors to open, but only one to choose, a multitude of disciplines to grasp, but only one to master.
For me learning statistics was not just about opening a door, but more about learning the tools to open them all.
For me analyzing data means being able to satisfy all the curiosity I bring with me since I was a kid, because it doesn't constrain you to only one topic, as its methods are applicable to all the subjects in the world.
The power of statistics was for me evident from the start, but only after a year I gained a true perspective on the amount of data that I could work with, and I was stunned. I felt powerful, because I had both the tools to extract knowledge from numbers and all the numbers I could think of.
While writing new scripts, I founded in programming the same excitement I felt for statistics, as it is such a broad subject that one constantly has to learn new skills and face new problems.
Recent Work
In this area I post all of the work I am most proud of, to showcase the experience i built through my journey as a statistician and data scientist.
Data Science Lab Project
Linking Italians’ financial literacy and their need for financial services.
Financial Markets Analytics Project
Building Portfolios with different Screening strategies based on several companies' indicators.
Named Entity Recognition and Linking
Recognizing entity in the text and linking them to their Wikipedia page.
Data Semantics Project
Studying the difference between philosophical schools with word embeddings.
Geographical Information Systems Project
A quantitative analysis of sea level rise.
Machine Learning Project
Machine Learning Analysis of credit card approval.
Data Visualization Project
A temporal and geographical analysis of the primary causes of death in the world.
Data Management Project
Evaluating the relationship between games and reviews.
My Thesis Project
Evaluating the efficiency of Twitter Sentiment Analysis as a tool of prediction for the stock market.
WebScraping NBA's odds
WebScraping NBA's Asian Handicaps and Over/Unders from oddsportal.com to evaluate the accuracy of NBA odds market.
Close Test
Building a new test that evaluates the forecasting abilities of a time serie on the closing price of the stock market.
Get In Touch
I live in Italy, but I love to move around the world. Feel free to contact me for whatever reason, I'm open to every new and interesting opportunity!