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Work Background
Crazy Mountain ResearchResearch Design and Statistical Consultant
Mar. 2024Seattle, Washington, United States• Work closely with academic researchers in the Social Sciences investigating education, drug use and social disparity
• Analyzing, mapping and providing internal reports for a variety of agriculture producers in the Pacific Northwest
E. & J. Gallo WineryPrincipal - Statistics
Apr. 2021 - Sep. 2023Modesto, California, United States• Managed a team of 5 statisticians in support of technical and foundational research across viticulture, chemistry, enology, sensory analysis and process technology
• Managed field projects in multiple vineyards to quantify the effects of micro-climate, meso-climate and management practices on grape quality, yield and profit
• Used approximate Bayesian computation, (ABC) to determine levels of compounds in a liquid with an extremely small sample size • Implemented precision agriculture analysis of vineyards in several different AVA's resulting in higher quality grapes and less water usage
• Statistical support of a wide variety of research projects ranging from agriculture to consumer insight using random forests, universal kriging, machine learning, mixed effects models, ArcGIS and open-source GIS programs
• Analyzed gene expression data, such as mRNA sequencing and microarrays using R and parallel processing on Netezza to adjust irrigation and vineyard practices to aid in increasing quality and profitability
• Modeled climate, soil and management practices as drivers of grape quality and yield using ESRI and open-source GIS resulting in actionable suggestions to reduce cost and maintain grape quality
• Developed novel machine learning algorithms to analyze historic non-disparate chemistry data and infer relationships to human sensory, taste, aroma and mouthfeel
• Compiled, analyzed and reported on large environmental data sets and the effects of climate and soil on Rubired Grape yield and quality, allowing the winery to make business decisions several months earlier
E. & J. Gallo WineryProject Manager II - Statistics
Oct. 2018 - Apr. 2021Modesto, California, United StatesContinue to lead statistical support for technical and foundational research across viticulture, chemistry, enology and process technology. Manage field projects in multiple vineyards in order to quantify the effects of micro-climate, meso-climate and management practices on grape quality and yield. Employing commercial as well as FOSS GIS to manage, extract and analyze data.
E. & J. Gallo WineryProject Manager I - Statistics
Aug. 2016 - Oct. 2018Modesto, California, United States• Lead statistical review of technical research, as a member of the Technical Research Team
• Review Consumer and Product Insight (C&PI) projects; using traditional lift models as well as non-normal and zero inflated models
• Review merits of proposed research projects and assign consulting resources
• Continue hands on statistical support of a wide variety of research projects ranging from agriculture, to consumer insight
E. & J. Gallo WineryStatistician 3
Nov. 2013 - Aug. 2016Modesto, California Area• Using a wide variety of statistical techniques including mixed models, spatially auto-correlated regression, random forests, and non-parametric, to address business and precision viticulture needs • Analyzing gene expression data, such as mRNA sequencing and microarrays
• Programing R for parallel processing on IBM Netezza appliance, including Bioconductor
• Modeling climate, soil and management practices as drivers of grape quality and yield
• Implementing precision agriculture analysis of vineyards in several different AVA's • Modeling the relationship between chemistry and sensory analysis of wine quality; taste, aroma and mouthfeel
• Uplift modeling to measure impact of direct consumer marketing
University of Alaska - FairbanksPostdoctoral Fellow
May. 2012 - Aug. 2013Fairbanks, AK• Improve efficiency through study design and the use of modern analytical techniques
• Evaluation of a wide variety of analytic methods for problematic large data sets
• Able to translate business needs for multiple stakeholders into statistical models and results-driven analysis
• Identify and manage project dependencies
Yellowstone Ecological Research CenterStatistician
May. 2007 - Dec. 2008Bozeman, MT• Create peer reviewable analyses and graphics for big data projects
• Develop business relationships vital to the success of the project
• Projects included effects of inter-specific competition for resource availability and resource selection
• Published work included spatial analysis of net primary productivity
Alaska Department of Fish and GameBiometrician
Aug. 2003 - Apr. 2007Douglas, AKConsulting Biometrician responsible for all aspects of statistical analysis for 15 – 20 projects annually
• Worked with project leaders during all phases of projects
• Expertise in a wide variety of study designs
• Write and edit technical reports
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