Curriculum Vitae
Profile
- ๐๐ Data Scientist with 24 years of teaching & research experience in driving data-informed decisions and solutions to boost efficiency and accuracy.
- ๐๐ Skilled in developing statistical models, predictive analytics, and interpreting complex data using machine learning algorithms to generate actionable insights.
- ๐ป๐ฆ Proficient in creating R packages and custom software for statistical analysis and machine learning applications.
Professional Experience
School of Mathematical & Statistical Sciences, Clemson University, Clemson, South Carolina, USA
Full Professor 2022 โ Present
Associate Professor 2017 โ 2022
Assistant Professor 2012 โ 2017
Department of Mathematical Statistics, BINUS University, Jakarta, Indonesia
Visiting Professor 2017 โ 2019
BioRealm, Los Angeles, California, USA
Consultant 2016 โ Present
Department of Statistics, University of South Carolina, Columbia, South Carolina, USA
Research Assistant 2009 โ 2012
Teaching Assistant 2008 โ 2009, Summer 2010, Summer 2011
Department of Mathematics, Western Kentucky University, Bowling Green, Kentucky, USA
Teaching Assistant 2006 โ 2008
Education
University of South Carolina, Columbia, South Carolina, USA
Ph.D. in Statistics 2008 โ 2012
- GPA: 4.0/4.0
- Dissertation advisor: Joshua M. Tebbs
Western Kentucky University, Bowling Green, Kentucky, USA
M.S. in Mathematics 2006 โ 2008
- GPA: 4.0/4.0
- Thesis advisor: Ferhan Atici
Austin Peay State University, Clarksville, Tennessee, USA
B.S. in Mathematics 1999 โ 2006
- GPA: 3.8/4.0
- Graduated Magna Cum Laude
Research Interests
๐ฌ Research Areas
๐ Methodological Statistics
- ๐๏ธ Categorical Data Analysis
- ๐งช Group Testing
- โณ Survival Data Analysis
- ๐ Nonparametric Methods
- ๐ Measurement Error Models
- ๐บ๏ธ Spatio-Temporal Modeling
- ๐ High-Dimensional Regression
- ๐ฏ Bayesian (Para/Nonpara) Estimation
๐ป Statistical Computing
- โ๏ธ Statistical Computing
- ๐ค Machine Learning
๐ฅ Applied Domains
- ๐ฆ Epidemiology & Public Health
- ๐งฌ Biomedical Applications
Honors & Awards
๐ Major Recognitions
- ๐
Fellow of the American Statistical Association, 2022โpresent
- ๐ College of Science Deanโs Associate Professor, 2021โ2023
- ๐ Faculty of the Game, Clemson University, 2021
- ๐ฆธ Nominee COVID-19 Data Hero Award, 2021 (DataHeroAwards.org)
- ๐ ASA Statistical Significance Poster Award, 2019
- ๐
ASA Outstanding Statistical Application Award, 2018 & 2014
- ๐ Best Paper in Biometrics by an IBS Member, 2017
๐๏ธ Academic Excellence Awards
- ๐จโ๐ซ Outstanding Service to Graduate Students Award, 2014
- ๐ Citizenship Award, Department of Statistics, University of South Carolina, 2012
- ๐ฃ๏ธ SC-ASA Best Presentation Award, 2012
- ๐ Deanโs Award for Excellence in Graduate Study, University of South Carolina, 2012
- ๐ Outstanding Graduate Student Award, Breakthrough magazine, 2012
- ๐ ENAR Distinguished Student Paper Award, 2011
๐งโ๐ Graduate Achievements
- ๐๏ธ James D. Lynch Graduate Research Award, 2011
- โ๏ธ Multiple Travel Grants (2010โ2011):
- Department of Statistics
- Graduate School
- College of Arts & Sciences
- Department of Statistics
- ๐ Outstanding Graduate Student in Academics, 2010
- ๐ฑ Outstanding First-Year Student, 2009
๐๏ธ Early Career Distinctions
- ๐งฎ Mathematics Graduate Student of the Year, Western Kentucky University, 2008
- ๐ฐ Dr. Glenn Powers Scholarship, 2007
- ๐ฅ Finalist, Drane Award, Austin Peay State University, 2005
- ๐ Multiple Undergraduate Scholarships:
- Kappa Sigma Endowment Fund (2002โ2003)
- United States Navy Scholarship (2000)
- Presidential Academic Honors Scholarship (2000)
- Kappa Sigma Endowment Fund (2002โ2003)
Sponsored Research
๐ฆ Disease Modeling & Public Health
๐ก๏ธ DMA-PRIME
Disease Modeling and Analytics for Outbreak Preparedness
Centers for Disease Control and Prevention | Co-PI
$17,231,774 | 2023-2028๐ฆ Vector-Borne Disease Surveillance Models (R01 AI179840-01)
National Institutes of Health | Co-PI
$3,719,295 | 2023-2028๐ฅ COVID-19 Modeling Framework (R01 LM014193)
Surveillance and Resource Allocation
National Institutes of Health | Co-PI
$3,092,665 | 2023-2027
๐ค AI & Computational Modeling
๐ฆพ High-Performance Pistons Research
Bayesian/Machine Learning Approaches
Army VIPR-GS Center | Co-PI
$769,092 | 2023-2024๐ง AI Cancer Drug Sensitivity Prediction
Clemson-MUSC AI Hub | Co-PI
$25,000 | 2022-2023โก GPU-Accelerated Mathematical Optimization
Office of Naval Research | Co-PI
$316,000 | 2019
๐ฑ Agricultural & Biological Research
๐พ Sorghum Metabolome Research
Clemson SUCCEEDS Program | Co-PI
$25,000 | 2022-2023๐งฌ Genome-to-Phenome Mapping (OIA-1826715)
National Science Foundation | Co-PI
$5,999,995 | 2018-2022๐พ Rice Production Climate Resistance
Biorealm | PI
$21,494 | 2016
๐พ Veterinary & Parasite Research
๐ Canine Vector-Borne Disease Forecasting
Companion Animal Parasite Council | PI/Co-PI
$77,782โ$51,327 | 2015-2019๐งช Group Testing for Infectious Diseases (R01-AI121351)
National Institutes of Health | Co-PI
$2,164,953 | 2021-2026
$1,128,863 | 2016-2019
๐ Education & Training
- ๐ PROACTIVE NRT Program (DGE-1633608)
Interdisciplinary Venture-Based Education
National Science Foundation | Co-PI
$2,989,899 | 2016-2021
Publications
๐ Publications can be accessed here.
๐ฆ Software/Packages
Software can be accessed ๐ here.
Blogs
Read insights, tutorials, and updates here.
Presentations & Workshops
Access slides and workshop materials here.
Teaching
View course materials and teaching philosophy here.