Deandra Alvear Logo

I'm a Data Scientist with 4 years professional experince in data analytics and machine learning. I discovered my interest in data science while earning my Master's degree in Hydrogeology at San Francisco State University.

Fun fact, I make really good playlists. I even built a playlist recommender app that you can read about here

LinkedIn
GitHub
Send email

Adventures in Data


Predicting Polycystic Ovary Syndrome (PCOS) Using Machine Learning

Polycystic ovary syndrome (PCOS) is one of the most common causes of female infertility. It is a hormonal imbalance that occurs when the ovaries create excess hormones; PCOS can also increase the risk of other health conditions such as diabetes and high blood pressure. In this project, I utilize physical and clinical metadata to train a machine learning classifier to accurately predict PCOS.


Analyzing Music by Decade

I perform an exploratory anlysis on singles that went number one on the Billboard Hot 100 Chart from the 1950s to present.


Friendshipify: A Playlist Generator For Friends

A multi-user song recommender for friends, couples, or strangers with different tastes in music. Friendshipify will recommend songs based on the similarities between two users’ tastes.