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Chase Thompson_

Graduated July 2020

Waste no more time arguing what a good man should be. Be one. - Marcus Aurelius

Phone: 210-875-1166

Description of my final project

Project Name: ICU Survived - Predicting ICU Survival

We are building a machine learning model, which will predict the probability of survival in the ICU. Additionally, it helps in identifying unexpected patient outcomes so we can improve clinical decision making. We used data from over 90k patients, from 200 hospitals, across 8 countries. We accomplished this with extensive EDA, feature engineering, statistical testing, and Classification ML algorithms - Logistic Regression, LightGBM, and XGBoost - to identify the best predictors in this imbalanced dataset.

Hire me because:

I'm an effective communicator, that can articulate actionable insights throughout the org chart. I'm a problem-solver at my core, with polished soft skills, and an ever-growing set of data science technical skills.

Complete the following sentence: “In Data Science, I am most passionate about _____________”

approaching the data with purpose, while finding insights and actionable solutions.

Work Location Desired

San Antonio, TX | Remote Work

Please give us three words that describe your best professional qualities.

Adaptable, Determined, and Energetic

What three words describe the role where you’ll do best?

Open communication, Purposeful, Client Facing