Experience

American Medical Group Association (AMGA)

• United States
• Hospitals and Health Care
• 1 - 100 Employee

• Director, Research and Analytics

  • Nov 2021 - Present

  • Lead a team of four research analysts to produce impactful health services research and provide analytic support to AMGA population health initiatives. • Leverage large scale, real-world databases of electronic medical record and adjudicated claims data to generate insights relevant to pressing public health questions, with a focus on chronic disease and value based care • Design, implement, and publish quantitative and qualitative research studies in collaboration with academic and… Show more • Lead a team of four research analysts to produce impactful health services research and provide analytic support to AMGA population health initiatives. • Leverage large scale, real-world databases of electronic medical record and adjudicated claims data to generate insights relevant to pressing public health questions, with a focus on chronic disease and value based care • Design, implement, and publish quantitative and qualitative research studies in collaboration with academic and industry partners • Support AMGA's national public health campaigns and group learning collaboratives through quality measure development, monitoring, and evaluation

• Senior Population Health Research Analyst

  • Nov 2020 - Nov 2021

  • Leveraged machine learning techniques to develop predictive models to identify high risk patients, and classification models to improve the quality of our data resource (https://doi.org/10.1002/acr.25013) • Lead the development, design, implementation, and dissemination of research projects with academic and industry partners • Provided subject matter expertise in machine learning, statistical analysis, and quantitative research design to a diverse range of health services research… Show more • Leveraged machine learning techniques to develop predictive models to identify high risk patients, and classification models to improve the quality of our data resource (https://doi.org/10.1002/acr.25013) • Lead the development, design, implementation, and dissemination of research projects with academic and industry partners • Provided subject matter expertise in machine learning, statistical analysis, and quantitative research design to a diverse range of health services research projects



Duke University

• United States
• Higher Education
• 700 & Above Employee

• Postdoctoral Research Associate

  • May 2020 - Nov 2020

  Durham, North Carolina, United States • Analyzing neural and behavioral data using statistical methods (inferential and descriptive) and computational modeling • Data visualization and communication in papers and presentations • Development of custom data analysis pipelines in MATLAB and R

• Graduate Research Assistant

  • Aug 2014 - May 2020

  Raleigh-Durham, North Carolina Area Computational models of human and primate behavior to evaluate perceptual strategies across species • Designed, piloted, and carried out a novel behavioral experiment to investigate how visual and auditory information is combined to produce optimal multisensory judgements • Developed a range of custom mathematical models of behavior in Matlab, and conducted a model comparison to quantitatively describe behavior across multiple subjects and species… Show more Computational models of human and primate behavior to evaluate perceptual strategies across species • Designed, piloted, and carried out a novel behavioral experiment to investigate how visual and auditory information is combined to produce optimal multisensory judgements • Developed a range of custom mathematical models of behavior in Matlab, and conducted a model comparison to quantitatively describe behavior across multiple subjects and species (https://github.com/jmohl/CI_behavioral) • Discovered that primates use an approximate Bayesian strategy to compare auditory and visual stimuli Statistical modeling of rapidly fluctuating neural time-series data • Collaborated with members of the statistical science department to develop a novel analysis strategy for time varying neural signals, now released (https://github.com/tokdarstat/Neural-Multiplexing) and available to the scientific community. • Designed and implemented a series of computational tests to evaluate reliability and robustness of statistical method (https://arxiv.org/abs/2001.11582) • Interfaced with labs across four universities to implement analysis on diverse datasets



PFL.com

• United States
• Software Development
• 100 - 200 Employee

• Software Developer

  • May 2013 - Aug 2013

  • Updated and improved internal website and database framework through the modification of existing code and the introduction of new tools • Provided support, technical consulting, and bug resolution to internal sales staff • Gained a working competency in multiple programming languages (Visual Basic, Java, C, and SQL) and enterprise coding fundamentals under the mentorship of a senior developer



Boeing

• United States
• Aviation & Aerospace
• 700 & Above Employee

• Mechanical Engineering Intern

  • Jun 2012 - Aug 2012

  • Designed interior ceiling configurations to satisfy customer specifications under supply chain and manufacturing constraints