Hello and welcome to my page!

I'm a data professional from Milan, Italy and here I'm publishing articles, tutorials and live apps on my preferred topics. Here's an overview of the posts:

- Churn modeling: this is a framework showing how to identify and prepare relevant features that impact customer churn. An XGBoost classifier is used to predict churn.

- NLP semantic search: this article shows how to create a search system based on the sBERT model. A real case scenario (in this live app) shows how the model can improve job search. The Huggingface API was used to generate query sentences embeddings.

- Time series analysis: this article presents the steps needed to configure a sARIMA model and apply it to a time series dataset. A live app was created to guide the user in the model selection.

- NLP classification: this article shows how to assign songs to playlist based on their lyrics, using a word2vec model. The Spotify API was used.

- Creating a corporate dashboard with Dash and CSS Bootstrap: this is a tutorial that shows how to create a dashboard using my favourite framework, i.e. Dash.

"If you only do what you can do, you will never be more than who you are." [Kung fu panda]