John Sokol   

 

                                                           DATA SCIENTIST 

EXPERIENCE

Data Solutions Architect                                                                                            Mar 2018 - Present

  AtlantiCare Health System, Egg Harbor Township NJ                           

       Build clinical KPI Tableau dashboard solutions for physician and administrative end users.

Thrombosis dashboard successfully reduced VTE-related readmissions by 10%.

       Extract, transform, and load structured and unstructured enterprise data.

       Data governance committee providing input to enhance data quality and data source integration.

   Adjunct Faculty – School of Business                                                                    Aug 2018 - Present

Stockton University, Galloway NJ

       Teach conceptual data visualization best practices, statistics, Tableau and RStudio to 26 undergraduate business analytics students.

       Employ interpersonal skills to communicate content effectively and teach how to develop research methodologies to answer data driven questions.

   Data Consultant                                                                                                        Apr 2018 – Present

RE/MAX of Long Beach Island, Ship Bottom NJ

       Data mine public records to profile demographics of potential real estate clients.

       Manipulate data with Python and build Tableau dashboards that deliver key business insights for secondary home ownership.

PROJECTS

Predicting Heart Disease with Machine Learning

       Python logistic regression model; 14 features (age, cholesterol, sex, blood pressure, years as smoker, etc), 375 observations tested with 10-fold cross validation for 78% predictive accuracy.

       Frontend Tableau GUI to input patient data by clinician to return likelihood of heart disease presence.  

Super Bowl Tableau Dashboard

       Interactive Tableau dashboard depicting game progression vs. win probability. 

       Visualization solution identifies the key plays and their impact on each game.  

Perceptron Implementation

       Code from scratch separation of two linearly distinct classification categories. Elaborates upon importing data, exploratory data analysis, step functions, weights and bias, and label accuracy.

 

CONTACT

     Marlton, NJ 08053      

      johnsokol11@gmail.com

 

          sokolj.com

      linkedin.com/in/sokolj           github.com/sokolj1

 

 

 

SKILLS

Languages

Python

RStudio

Java

Frameworks/Packages

Pandas

NumPy

Tidyverse

R markdown

Scikit-learn

Keras

Excel

 

Visualization Matplotlib ggplot

Tableau

Adobe Illustrator

Final Cut Pro

 

Database Management

Microsoft SQL Server

SQL Vertica

 

Machine Learning

 

EDUCATION

 

MS Data Science & Strategic Analytics                                                                                  Aug 2018

Regression

 

 Stockton University, Galloway NJ                                                                                              GPA: 4.00

Classification

 

Relevant Topics: Machine learning, statistics, data visualization

Feature engineering

 

  BS Biochemistry, computer science minor                                                                           May 2017

Stockton University, Galloway NJ                                                                                              GPA: 3.84

Activities: NCAA Track & Field, Resident Assistant, Mathematics Tutor

Model selection