![Screen Shot 2023-06-27 at 5 52 00 PM](https://private-user-images.githubusercontent.com/103147944/249294240-1baf478b-8d29-41d8-aad1-4585965da603.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjM3MjcwODYsIm5iZiI6MTcyMzcyNjc4NiwicGF0aCI6Ii8xMDMxNDc5NDQvMjQ5Mjk0MjQwLTFiYWY0NzhiLThkMjktNDFkOC1hYWQxLTQ1ODU5NjVkYTYwMy5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjQwODE1JTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI0MDgxNVQxMjU5NDZaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT0wOTU4ZTA3NmJiNmRmZWQxYTI4ZWM4MTAyOTAwMDQ2N2YxNjU1MTUxNTg4NjAxOGY1OGRmMzAwOGE0NjA1NjY1JlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZhY3Rvcl9pZD0wJmtleV9pZD0wJnJlcG9faWQ9MCJ9.wXELbJ_aONWD4kxhcaA1o4i6pSMY9-FfNcaVSEiDt3o)
I am a data scientist with a background in physics and managerial experience in healthcare.
I bring to the table expertise in Python, Statistical Analysis, Machine Learning and Deep Learning.
I am originally from Italy and moved to the United States about 8 years ago.
To explore and learn from real world data, and anything that has to do with science and nature interests me.
I love nature, the outdoors, camping, plants and sailing.
I also love to cook and in my spare time I draw and I'm learning Spanish.
π A defense of those poor outliers...
β¦ Use of Ploynomials in Linear Regression Analysis
π¬ Explainability in Black-box models with LIME and activation layers
π©πΌβπ My experience at Flatiron School
π¬ Skin Cancer Detection
CNN that predicts skin cancer, includes model explainability visuals and can be used to develop an app for doctors.
π US Energy Generation
Time series model that predicts production of electrical energy via natural gas for the next 3 years.
π¦ Covid-19 hospitalization predictor
Model that predicts if a patient is at risk to be hospitalized to estimate hospitalization rate in another potential pandemic.
![Screen Shot 2023-06-27 at 6 07 33 PM](https://private-user-images.githubusercontent.com/103147944/249296972-76831f54-3488-42b3-be28-0311a371b1f2.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjM3MjcwODYsIm5iZiI6MTcyMzcyNjc4NiwicGF0aCI6Ii8xMDMxNDc5NDQvMjQ5Mjk2OTcyLTc2ODMxZjU0LTM0ODgtNDJiMy1iZTI4LTAzMTFhMzcxYjFmMi5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjQwODE1JTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI0MDgxNVQxMjU5NDZaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT0zYWYwNTg2NmYxOTU1YjdlMGIyZWM1ODQxNjk2YzVjODBmZDVjYzkzMWFkMjIzNWEzNzZmOTAzN2EzZjg1ZjM0JlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZhY3Rvcl9pZD0wJmtleV9pZD0wJnJlcG9faWQ9MCJ9.z9YAVBQqN8pTMt-RwV95SbzoDd4I6lTsBA_h30_CSgc)
![Screen Shot 2023-06-27 at 6 08 26 PM](https://private-user-images.githubusercontent.com/103147944/249296992-7e3e0a0a-b2d4-4adb-a6cd-3db9d1f44b40.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjM3MjcwODYsIm5iZiI6MTcyMzcyNjc4NiwicGF0aCI6Ii8xMDMxNDc5NDQvMjQ5Mjk2OTkyLTdlM2UwYTBhLWIyZDQtNGFkYi1hNmNkLTNkYjlkMWY0NGI0MC5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjQwODE1JTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI0MDgxNVQxMjU5NDZaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT1hMTI5YjI5Njk1MGVjOWNjNjE5MjJmMTI2M2MwMmVkNTAxMTE3NTgzNTQzZDBhNmM2NjBhMTIzOTQzYmI1ZTA3JlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZhY3Rvcl9pZD0wJmtleV9pZD0wJnJlcG9faWQ9MCJ9.sV-BlYioIyUC_weYrNWqftpy50_66CsTd46IMaFY1lQ)
![Screen Shot 2023-06-27 at 6 09 22 PM](https://private-user-images.githubusercontent.com/103147944/249297028-b8071040-5cb8-477c-bb50-6cea9ae59cec.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjM3MjcwODYsIm5iZiI6MTcyMzcyNjc4NiwicGF0aCI6Ii8xMDMxNDc5NDQvMjQ5Mjk3MDI4LWI4MDcxMDQwLTVjYjgtNDc3Yy1iYjUwLTZjZWE5YWU1OWNlYy5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjQwODE1JTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI0MDgxNVQxMjU5NDZaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT0wOWI5Y2FjNTViMzAxMmY1MjAwZTQ0ZWM3YWYzYjIxMDFjZTM1NGM5MmEwMGI4ZmE0MGFmYTg4MDhiNDJmMmExJlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZhY3Rvcl9pZD0wJmtleV9pZD0wJnJlcG9faWQ9MCJ9.w5POOts343ip_CZB9pBdIG5fMvsE57uhy0RR3UDkjN4)
![Screen Shot 2023-06-27 at 6 10 00 PM](https://private-user-images.githubusercontent.com/103147944/249297020-cb5cfbdd-e031-4e0a-9d6f-1ffa80d5a2c2.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjM3MjcwODYsIm5iZiI6MTcyMzcyNjc4NiwicGF0aCI6Ii8xMDMxNDc5NDQvMjQ5Mjk3MDIwLWNiNWNmYmRkLWUwMzEtNGUwYS05ZDZmLTFmZmE4MGQ1YTJjMi5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjQwODE1JTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI0MDgxNVQxMjU5NDZaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT1hZTdkZDE4ODFiYmU4MzY1ZmRlMmU4MTY3YzE0NzNmZmVkYzJhNTI5N2MzNjU1MDk5Y2ZjMTdmMWU4NmYwZGQ4JlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZhY3Rvcl9pZD0wJmtleV9pZD0wJnJlcG9faWQ9MCJ9.PxtFvgxHQtnc7dKn-Awix318MaMglBGhISH9HYdwnLI)
![Screen Shot 2023-06-27 at 6 18 18 PM](https://private-user-images.githubusercontent.com/103147944/249298168-8882de04-5713-47c3-a1e5-9094fffe1837.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjM3MjcwODYsIm5iZiI6MTcyMzcyNjc4NiwicGF0aCI6Ii8xMDMxNDc5NDQvMjQ5Mjk4MTY4LTg4ODJkZTA0LTU3MTMtNDdjMy1hMWU1LTkwOTRmZmZlMTgzNy5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjQwODE1JTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI0MDgxNVQxMjU5NDZaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT1mN2NlMDU5OGIyNjc0ZWE3ZDkwNzliOWNlYjQ0MDFkMmYxZDRjNTQzY2MzOWY5NDEzNWVhN2U1NTNhNzIzMjUyJlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZhY3Rvcl9pZD0wJmtleV9pZD0wJnJlcG9faWQ9MCJ9.kGX4qFB2fyhxOuy-zoN9ZgYnn75ooC0ARQfh02B9LDc)