Profile Details

Create Project

★★★★★

☆☆☆☆☆

USD 55 /hr

★★★★★

☆☆☆☆☆

Hire Johnathan N.

United States

USD 55 /hr

Experienced data scientist with a background in biology, medicine, chemistry, physics, statistics, & applied mathematics

Profile Summary

Experienced Data Scientist with a strong foundation in applied mathematics, spatial statistics, and machine learning, specializing in developing predictive models and optimization techniques. With advanced degrees in biology and mathematics, I have applied data science methodologies across bioinformatics, ecology, medicine, and theoretical mathematics. Proficient in R, Tidyverse, Caret, and TensorFlow/Keras, I excel at uncovering patterns, driving actionable insights, and solving complex problems. My work includes disease risk modeling, medical AI, genetics, group theory, and movement ecology, with a commitment to publishing peer-reviewed research. Passionate about leveraging data to lead scientific discoveries and translate statistical findings into impactful outcomes.

Subject Matter Expertise

• ★ Statistics
• ★ Applied Mathematics
• ★ R
• ☆ Mathematical Chemistry
• ☆ Physical Chemistry
• ☆ Biostatistics
• ☆ Mathematical Biology
• ☆ Zoology
• ☆ Biochemistry
• ☆ Software Engineering
• ☆ Cryptography
• ☆ Data Analysis
• ☆ Machine Learning
• ☆ Statistical Theory
• ☆ Applied Statistics
• ☆ Regression Analysis
• ☆ Multivariate Analysis
• ☆ Nonlinear Regression
• ☆ Bayesian Statistics
• ☆ Quantum Statistics
• ☆ Statistical Computing
• ☆ Mathematical Statistics
• ☆ Spatial Statistics
• ☆ Medical Statistics
• ☆ Trend Analysis
• ☆ Ecology
• ☆ Theoretical Physics
• ☆ Mathematical Models
• ☆ Mathematical Optimization
• ☆ Mathematics Education
• ☆ Mathematical Physics
• ☆ Differential Equations
• ☆ Group Theory
• ☆ Computational Mathematics
• ☆ Stochastic Processes
• ☆ Game Theory
• ☆ Pure Mathematics
• ☆ Number Theory
• ☆ Algebra
• ☆ Calculus
• ☆ Mathematical Analysis
• ☆ Graph Theory
• ☆ Discrete Mathematics

Services

• Research
• Consulting
• Data & AI
• Product Development

Research Scientific and Technical Research, Secondary Data Collection

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Data Visualization, Big Data Analytics, Data Cleaning, Data Processing, Data Insights

Product Development Formulation, Reverse Engineering

Work Experience

Senior Data Scientist (Imaging)

Arkana Laboratories

April 2022 - Present

Private Data Science Tutor

Wyzant

April 2020 - Present

Contract Data Scientist

Upwork

July 2019 - Present

Graduate Researcher & Graduate Teaching Associate

Eastern Michigan University

September 2018 - April 2021

Graduate Researcher & Graduate Teaching Associate

University of Central Florida

August 2015 - April 2018

Undergraduate Researcher

Eastern Michigan University

April 2013 - December 2014

Airborne Cryptologic Linguist (Non-Commissioned Officer)

United States Air Force

September 2005 - August 2011

Education

Master of Science in Data Science (Expected)

University of Colorado Boulder

November 2024 - Present

Graduate Certificate in Data Science (Expected)

University of Colorado Boulder

November 2024 - Present

Graduate Certificate in Machine Learning (Expected)

University of Colorado Boulder

November 2024 - Present

M.S. in Mathematics (Mathematics and Statistics)

Eastern Michigan University

September 2018 - April 2021

M.S. in Biology (Biology)

University of Central Florida

August 2015 - August 2018

B.S. in Biology, Professional Biochemistry, and Mathematics (Biology, Chemistry, and Mathematics)

Eastern Michigan University

September 2001 - December 2014

Associates in Arabic (Middle Eastern II)

Defense Language Institute Foreign Language Center

February 2006 - July 2009

Certifications

• Certification details not provided.

Publications

JOURNAL ARTICLE

Zhang, H., Haun, R.S., Collin, F., Cassol, C., Napier, J.O.H., Wilson, J., Hassen, S., Ararat, K., Boils, C., Messias, N., et al.(2024). Development and Validation of a Multiclass Model Defining Molecular Archetypes of Kidney Transplant Rejection: A Large Cohort Study of the Banff Human Organ Transplant Gene Expression Panel . Laboratory Investigation. 104. (3).

Eigbire-Molen, O.J., Cassol, C.A., Kenan, D.J., Napier, J.O.H., Burdine, L.J., Coley, S.M., Sharma, S.G.(2024). Smartphone-based machine learning model for real-time assessment of medical kidney biopsy . Journal of Pathology Informatics. 15.

Napier, Johnathan Oliver Howard(2021). Connectivity of Combination Puzzles: Using Machine Learning on Groups.

Napier, Johnathan(2018). Behavioral and Disease Ecology of Gopher Tortoises (Gopherus polyphemus) Post Exclusion and Relocation with a Novel Approach to Homing Determination. University of Central Florida