John Hendricks
Healthcare Data Scientist | Skilled Programmer | Self-Starter
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Do You Need Help Building AI Models for Healthcare Applications?
Passionate, experienced heatlhcare data scientist having built ML models in industry and academia. Completed over 20 diverse ML projects, including a published machine learning paper applying AI to nursing data. Earning a AI Bootcamp Certificate through the UC Sand Diego (graduating Sep 2023). Skilled at working with Big Data, relational databases, advanced statistical modeling, and more.
Visualizations I Have Made
ROC Curve for Pulmonary Diseases
Built Neural Network to Detect Pulmanary Diseases from Chest X-Rays
Shap Features of Random Forest
Visualized Features of Random Forest Model in the Risk Assessment of Heart Disease
Heat Map Showing How Model Has Learned
Built Heat Map Demonstrating Where the Neural Network is Learning for Disease Diagnosis
Data Visualization of Patient Biometrics
Using This Visualization, I Proceeded to Train a Random Forest for Risk Assessment of Heart Disease
Unboxing the Blackbox
Plotting Feature Importance to Elucidate the Complexity of a Random Forest Model
Technology I Use
Python
Scikit-learn
Tensorflow
Apache Spark
AWS
My Education
University of Chicago
Certificate in Artificial Intelligence and Machine Learning | 2023
University of North Carolina at Chapel Hill
Data Analytics Coding Bootcamp | 2022
The University of Virginia
B.S. Chemistry | 2017 - 2021