Data Science Machine Learning

Scott Hensley

*********@******.*** Greenville, SC 843-***-****

www.linkedin.com/in/jshensleydatascientist

https://github.com/eipiisneg1

Summary

Born with Ohtahara Syndrome, Cortical Dysplasia, and after donating half her brain to science, Nicolette drove me to learn how to model such complicated processes via mathematics, python, and data science. Finding underlying structures in data and solving complex problems is my driving force.

Technical Skills

Programming Languages: Python Object Oriented Programming Modeling: Tensorflow Deep Learning, Sklearn, Statsmodels Analysis: Data Science, SQL, Higher Mathematics

Projects

● Seizure Prediction:

Using a variety of models within Tensorflow, Sklearn and Statsmodels, it’s shown that seizure prediction falls into the mathematical theory of Chaos, so can't be predicted by definition. However, I discovered I was asking the wrong question and found a simple and effective strategy using Python, Fast Fourier Transforms, and unsupervised clustering algorithms to lower family stress and optimize hospital resource allocation.

● Real Time Seizure Recognition via EEG:

A way to identify a seizure in real time even if the patient did not have a previous baseline EEG on file. Using mathematics, feature engineering, and Tensorflow, the solution was found to a very complex problem that could revolutionize Epilepsy diagnosis and seizure modeling.

Experience

• RTSR, LLC

2016-Present

Seizure Understanding via EEG, Mathematics, and AI

● Springboard Data Science Fellow

Certification 2023

6-month intensive course in data science, machine learning, Python and SQL.

● Previous Career in Corporate Restaurant Management A productive career in an industry governed by hospitality, analytics, training, change, and team building.

Education

University of South Carolina

Bachelor’s Degree - Psychology

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