Paul Kutrich - Data Science - Using the power of data for equity and health

Job Finder

Scrape Indeed.com, vectorize job listings with Spacy and find job descriptions similar to resume with scikit-learn KNN.

Posted on January 28, 2020

Write a job description for your ideal job, and use the power of NLP to search job sites for your ideal position so you can spend your time preparing for interviews instead of searching through listings! [Read More]

Play the dice game Ten Thousand on your android device!

Now recruiting sound and music help!!

Posted on October 28, 2019

An Android application written in Python and Kivy. [Read More]

Multi-label classification for the dice game Ten Thousand.

A fun, and waaaay over-engineered solution to creating a computer player for the game, the logic for which is almost entirely implemented in the second cell of this notebook.

Posted on September 20, 2019

Multi-label classification where n-features == n-labels sounds like a fun challenge aside from applying to my hobby project, let’s see how we do. [Read More]

Examination of ML diabetes prediction from diet and demographic data.

Live, predictive model, and an interactive look at making decisions based on model probabilities.

Posted on September 18, 2019

Dash app, hosted by Heroku, with API endpoint for inference with XGBoost Random Forest Classifier. [Read More]

Are food deserts in King County, WA very different from the rest of King County?

We'll cross reference some demographic and fruit/vegetable consumption data from behavioral health surveys conducted by the Center for Health Statistics, a Division of Disease Control and Health Statistics at the Washington State Department of Health, with information on food deserts from the USDA.

Posted on May 23, 2019

We’ll look at the differences between all of King County and those living in food desert areas, do some basic analysis of two key indicators of inequality, and see whether people in food deserts report eating fresh foods less frequently. [Read More]