Projects
I am driven by a passion for data analysis, critical thinking, philosophy, and entrepreneurship, and I channel
my knowledge and self-taught skills into personal projects that I diligently work on. For an updated
compilation of my projects, you can explore my GitHub
profile.
Topic Modelling using Bert and NMF
Applied BERT and NMF clustering to analyze a dataset containing feedbacks on a streaming service.
Crafted an API in
Flask for seamless interaction.
Welding Anomaly Detection System
A Welding Anomaly Detection system using unsupervised Machine Learning and statistical analysis to
identify anomalies in
welding process curves.
Parallel Pipeline for Analyzing Book Publishers’ Online Catalog
A pipeline to analyze data scraped from major Italian book publishers’ online catalogs to identify the
most influential
features of a book on the book’s price.
Predictive models for Sentiment Analysis on hotel reviews
Developed and compared the performance of different machine/deep learning models in predicting the
sentiment of hotel
and B&B reviews.
yLearner
yLearner is my podcast born from the desire to spread information on very important topics such
as study method, time organization, personal finance and entrepreneurship by having experts speak and share their valuable insights.
ETF Investment Strategy
Utilizing the resources offered by JustETF, I
monitor and evaluate my investment strategy, with the details of capital allocation outlined in the link
provided.
Profile-Based Article Sharing Web Application
A web application where users can create a profile and write articles to share with other members of the
community.