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  • šŸ‘‹ Hi, Iā€™m John F. Adamek CSCS Ph.D.
  • Ph.D. in Biobehavioral Kinesiology - University of Illinois Urbana-Champaign
  • M.S. and B.S. in Sports Science - United States Sports Academy
  • šŸ˜Ž Rstudio enthusiast! Love all things R
  • šŸ‘€ I enjoying imploying various statistical methods and ML algorithms to examine novel research questions on data relating to sports/exercise performance with interest for including behavior/cognitive function outcomes.
  • šŸŒ± Iā€™m currently seeking a job working as a data/research scientist.
  • šŸ’žļø Always looking to collaborate on projects!
  • šŸ“« How to reach me: https://www.linkedin.com/in/johnadamek/
  • šŸ’» Personal Website: https://adamek2120.github.io/

Skills:

  • Data Analytic Tools: Python | R & key packages (RMarkdown, Tidyverse (dplyr, ggplot2), Lubridate) | SPSS | Mplus | SQL | Matlab | Qualtrics | Microsoft Office (Word, Excel, PowerPoint, etc)
  • Technical: Experimental Design | Hypothesis Testing | Machine Learning | Quantitative Methods | Exploratory Data Analysis | Data Management | Literature Reviews | Statistical Analysis | Summary Reports
  • General: Problem Solving | Leadership | Mentorship | Community Outreach | Interpersonal Skills | Active Listening

Education:

  • Ph.D. in Biobehavioral Kinesiology - University of Illinois at Urbana-Champaign in the Exercise Psychophysiology Lab. Research focused on the interaction of psychological and physiological proceses in the context of physical activity and health behaviors. Dissertation: The influence of time-variant psychological factors on the acute exercise-cognition interaction.
  • MS & BS at United States Sports Academy Thesis: The association cognitive and motor interference during dual-task performance

Prior Experience (non-academia):

  • Health and Exercise Science Consultant
    • Led educational seminars on topics such as: kinesiology, biomechanics, cognitive neuroscience, and motor learning.
  • Director of Health and Fitness
  • Director of Strength and Conditioning and Head Sport Scientist - 10+ years working with professional athletes and organizations
    • Communicated insights annually at industry specific conferences (i.e., Tennis Congress) and held 5+ interviews at news outlets (i.e., NewYorker, NYtennis).
    • Sport science consultant for various high-level clientele and athletes such as: - Novak Djokovic - Marko Djokovic - Milos Raonic - Bode Miller - Christina Mchale - Bernarda Pera - Matija Pecotic - Ray Sarmiento - Troy Tulowitzki - Alister Walker - Olga Puchkova - NY Rangers - Hockey Talent Management - Junior Hockey Sport Science Combine - To name a few....

John F. Adamek's Projects

adamek2120.github.io icon adamek2120.github.io

āœØ Build a beautiful and simple website in literally minutes. Demo at https://beautifuljekyll.com

baseball_r icon baseball_r

Companion to Analyzing Baseball Data with R, 2nd edition

dataprojects icon dataprojects

R script for numerous research and data projects that I've conducted

deuce icon deuce

R package for web scraping of tennis data

mlb_pitch_prediction-ml icon mlb_pitch_prediction-ml

This data project utilizes the use of machine learning to predict the type of pitch thrown from a MLB pitcher based on the characteristics of the pitch (e.g., initial speed, horizontal break, vertical break).

mlb_pitcher_usage_rprogram icon mlb_pitcher_usage_rprogram

This baseball analyst project demonstrates how to use R to generate baseball reports in a simple matter. This project using a single 'main' r script to input/source different functions and data files based on user input.

python-cognitivetestingcode icon python-cognitivetestingcode

My python code that was used to create the Flanker Task, N-back task, Feeling Scale, and Felt Arousal Scale for my dissertation study.

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