Biologist / Data Scientist / Mathematician / Quantum Chemist
Education: Degrees
Master of Science
in Mathematics
2021
Master of Science
in Biology
2018
Bachelor of Science
in Biology, Biochemistry, and Mathematics
2014
Associates of Arts
in Arabic
2009
Education: Degrees in Progress
Master of Science
in Data Science
2026
Graduate Certificate
in Data Science
2025
Graduate Certificate
in Machine Learning
2026
Education: Certification
Professional Certificates in
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Applied Data Analytics
- Data Analysis: Absolute Beginners
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Data Analysis: Essential Skills
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Introduction to Computer Science
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Microsoft Excel Fundamentals
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Microsoft Excel for the Data Analyst
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Quantum 101
Specializations in
- AI Foundations for Everyone
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AI Engineering
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Biostatistics in Public Health
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​Data Science Foundations: Statistical Inference
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Deep Learning
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Genomic Data Science
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Machine Learning
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Mathematics for Machine Learning
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Statistical Analysis with R for Public Health
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TensorFlow: Data and Deployment
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TensorFlow in Practice
Learning Tracks in
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Importing & Cleaning Data with R
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Unsupervised Machine Learning in R
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Understanding Data Topics
Professional Experience
Part-Time Lecturer Ypsilanti, MI USA
Eastern Michigan University, Biology Department 08/2025 – Present
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Delivering undergraduate/graduate-level lectures in Plant Evolution & Classification
​
Senior Data Scientist (Imaging) Little Rock, AR, USA
Arkana Laboratories, Multiplex Imaging Center 04/2022 – 07/2025
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Developed and trained convolutional neural networks (CNNs) using TensorFlow, Keras and Halo AI for tissue segmentation of renal biopsy images
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Applied spatial statistics and unsupervised clustering to analyze leukocyte phenotypes using R and Halo
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Conducted statistical analysis and developed predictive models for disease risks, leveraging R packages such as caret, e1071, survival, and aorsf
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Analyzed RNA expression profiles to find early indicators of disease using Bioconductor and nSolver; identifying genes-of-interest for qPCR assays and targeted drug therapies
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Created frontend apps for tissue adequacy and kidney allocation risk assessments using Shiny and Android Studio
​
Private Data Science Tutor Virtual
Wyzant 04/2020 – Present
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Delivered 420 hours of tutoring in R programming and mathematics, focusing on statistics, matrix calculus, and machine learning techniques
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Debugged and guided R code programming for undergraduate projects, graduate thesis research, and professional industry research​
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Contract Data Scientist Virtual & Ann Arbor, MI USA
Upwork and independent contracts 07/2019 – Present
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Built and optimized predictive models for stock market analysis and sports projections using R and machine learning algorithms
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Analyzed and cleaned datasets using the Tidyverse, VBA macros, and Excel for various projects, including nanosensor data analysis and engineering optimization
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Developed statistical reports and visualizations using ggplot2, plotly, and Power BI to present insights to clients
​
Graduate Researcher & Graduate Teaching Associate Ypsilanti, MI, USA
Eastern Michigan University, Mathematics Department 09/2018 – 04/2021
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Conducted thesis research on the mathematics of Rubik’s Cubes using R, TensorFlow, and Keras for solving combinatorial puzzles through neural networks
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Used Markovian analysis, group theory, and cloud-based neural networks to analyze the lattice structure of permutation groups and efficiency in solutions
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Tutored 1200+ hours of undergraduate mathematics courses with emphasis on calculus, statistics, linear algebra, and proofs
​
Graduate Researcher & Graduate Teaching Associate Orlando, FL, USA
University of Central Florida, Biology Department, Savage Lab 08/2015 – 04/2018
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Conducted thesis research on the spatial statistics and behavioral ecology of Gopher Tortoises (Gopherus polyphemus) using ArcGIS and R for geospatial analysis
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Leveraged cloud computing and SSH protocols for simulation of 9.6 million movement patterns and theoretical spatial statistical analysis of homing behavior
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Drew blood and used histopathologic staining to phenotype white blood cells and characterize immune response in Gopher Tortoises
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Taught two semesters of Evolutionary Biology laboratory and assisted in single semesters of Genetics and Vertebrate Evolution & Ecology
​​
Undergraduate Researcher Ypsilanti, MI, USA
Eastern Michigan University, Chemistry Department, Holmes Labs 04/2013 – 12/2014
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Investigated proviral integration rates of the Feline Leukemia Virus (FeLV) using qPCR and biochemical assays
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Conducted DNA extraction, gel electrophoresis, restrictive digestion, and PCR as part of molecular biology lab protocols
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Designed primer & probe sequences using BLAST for PCR and restriction digestion
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Airborne Cryptologic Linguist Omaha, NE, USA & Qatar, Doha
United States Air Force, Offutt AFB & Al Udeid AB 09/2005 – 08/2011
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Flew 97 intelligence-gathering missions, providing tactical translations and analysis of Arabic communications and applying decryption algorithms to electronic communications
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Utilized VBA macros and geospatial software to acquire and locate targets of interest
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Served as a non-commissioned officer, supervising and training over 30 airmen in language translation and intelligence reporting
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Regularly conducted intelligence gathering simulations, serving as a subject matter expert and certifying agent in tactical Arabic & Quick Reaction Capabilities
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Collaborated with analysts and commanders to develop actionable intelligence briefs based on geospatial data and linguistic interpretations​
Skills: Technologies














Skills: Science & Mathematics
Statistics
Bayesian Statistics
Circular Statistics
Inferential Statistics
Nonparametric Statistics
Parametric Statistics
Spatial Statistics
Tests of Correlation
Tests of Difference
Tests of Independence
Tests of Normality
Tests of Heteroscedasticity
Researcher & Teacher
Curriculum Design
Critical Thinking
Data Management
Experimental Design
Grant Writing
Graphical Design
Leadership
Project Management
Public Speaking
Teaching & Training
Technical Writing
Modeling
Anomaly Detection
Autoregression
Dimensionality Reduction
Feature Selection
Generalized Linear Models
Kernel Methods
Multiple Regression
Regularization
Smoothing Methods
Survival Analysis
Time Series & Forecasting
Mathematics
Combinatorics
Complex & Real Analysis
Cryptanalysis
Differential Equations
Fourier Analysis
Geospatial Analysis
Group & Galois Theory
Linear Algebra
Matrix Calculus
Multivariate Calculus
Quantum Mechanics
Machine Learning
Autoencoders & Hopfield Networks
Convolutional Neural Networks
Ensemble & Transfer Learning
Generative Networks
Genetic & Evolutionary Algorithms
Markov Chains Monte Carlo
Natural Language Processing
Random & Gradient Boosted Forests
Recurrent Neural Networks
TensorFlow & Keras
Unsupervised Clustering
Chemistry
Chemical Purification
Chromatography
Computational Chemistry
Organic Synthesis
Molecular Orbital Theory
Quantitative Analysis
Quantum Theory
Spectrometric Analysis
Spectroscopic Theory
Thermodynamic Theory
Unknown Determination
Data & Computer Science
Algorithm Design
App Development
Data Analysis
Data Visualization
Data Wrangling
Ethical Hacking
Functional Programming
Linux, MacOS, and Windows
Neural Network Deployment
Parallel Programming
Statistical Programming
Biology
Camera & Flap Trapping
Cell Culturing
Differential Gene Expression Analysis
Gel Electrophoresis
Restriction Digestion
Species Identification: Angiosperms
Species Identification: Arachnids
Species Identification: Herpetofauna
Tissue and Cell Segmentation
Transformation & Transfection
Quantitative Polymerase Chain Reaction
Research
Research Publications
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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, 100385.
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Zhang, H., Haun, R. S., Collin, F., Cassol, C., Napier, J. O. H., Wilson, J., ... & Coley, S. M. (2023). Development and Validation of a Multi-Class Model Defining Molecular Archetypes of Kidney Transplant Rejection: A Large Cohort Study of the Banff Human Organ Transplant Gene Expression Panel. Laboratory Investigation, 100304.
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Napier, J. O. H. (2021). Connectivity of combination puzzles: Using machine learning on groups. (Order No. 28412993) [Master’s thesis, Eastern Michigan University]. ProQuest Dissertations & Theses Global.
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Napier, J. O. H. (2018). Behavioral and Disease Ecology of Gopher Tortoises (Gopherus polyphemus) Post Exclusion and Relocation with a Novel Approach to Homing Determination. (Publication No. 6381) [Master’s Thesis, University of Central Florida] STARS Electronic Theses and Dissertations.
Research Presentations & Posters
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Napier, J. O. H., Stephens, O. W., Cassol, C., Daly, R., Hamilton, G. DiFranza, L., Mohan, S., & Coley, S. M. (2024). What Do You Call Treatment Resistant T-cell Mediated Rejection? [Poster Presentation, Banff-PITOR Joint Meeting 2024].
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Napier, J. O. H., Caza, T. N., Campbell, D. L., & Coley, S. M. (2024). Prediction of Delayed Graft Function Risk Using Donor and Recipient Characteristics. [Rapid Fire Oral Presentation, American Transplant Congress 2024].
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Stephens, O. W., Napier, J. O. H., Burdine, M. S., & Coley, S. M. (2024) Potential Role for T-Cell Intrinsic DNA Repair in Human Kidney Transplant Rejection. [Poster Presentation, American Transplant Congress 2024].
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Coley, S. M., Stephens, O. W., & Napier, J. O. H. (2024) Impact of Autoimmune History on the Transcriptional Profile of Kidney Allograft Rejection. [Rapid Fire Oral Presentation, American Transplant Congress 2024].
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Stephens O. W., Napier, J. O. H., Coley, S. M. (2023) Transcriptional Heterogeneity of T-Cell Mediated Rejection in Human Kidney Transplantation. [Rapid Fire Oral Presentation, American Transplant Congress 2023].
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Eigbire-Molen, O. J., Cassol, C. A., Coley, S. M., Kenan, D. J., Napier, J. O. H., & Sharma, S. G. (2023) Machine Learning Classification of Kidney Biopsy Smartphone Images for Adequacy Assessment. [Poster Presentation, American Society of Nephology 2023].
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Eigbire-Molen, O. J., Napier, J. O. H., Coley, S. M., & Caza, T. N. (2023) Post- transplant Outcomes of Patients with End-Stage Renal Disease Caused by Lupus Nephritis. [Poster Presentation, United States and Canadian Academy of Pathology 2023].
Professional Memberships

Alpha Chi Sigma
2015

American Chemical Society
2012

American Society for
Cell Biology
2015

American Society for
Microbiology
2013

Michigan Society
of Herpetologists
2013
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TriBeta National Biology Honor Society
2014
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Starfleet International Fan Association
2015

American Statistical Association
2023

Mathematical Association of America
2013