mnlkuzmin Goto Github PK

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.

📊 A defense of those poor outliers...

⏦ Use of Ploynomials in Linear Regression Analysis

🔬 Explainability in Black-box models with LIME and activation layers

👩🏼‍🎓 My experience at Flatiron School

🔬 Skin Cancer Detection
CNN that predicts skin cancer, includes model explainability visuals and can be used to develop an app for doctors.

🔋 US Energy Generation
Time series model that predicts production of electrical energy via natural gas for the next 3 years.

🦠 Covid-19 hospitalization predictor
Model that predicts if a patient is at risk to be hospitalized to estimate hospitalization rate in another potential pandemic.