Data Scientist
CurrentResearching and testing inferential models on construction equipment use, maintenance, and parts.Developing abnormal equipment detection mechanisms.
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@equipmentshare.com
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Amber Edmonds is listed as Statistician in Flannel at EquipmentShare, based in Kansas City, Missouri, United States. AeroLeads shows a work email signal at equipmentshare.com and a matched LinkedIn profile for Amber Edmonds.
Amber Edmonds previously worked as Data Scientist at Equipmentshare and Data Science Intern at Equipmentshare. Amber Edmonds holds Doctor Of Philosophy - Phd, Statistics from Iowa State University.
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I work as a Data Scientist on the Algorithms & Inference team at EquipmentShare. My primary focus centers around crafting statistical models for describing and predicting (fingers-crossed) heavy construction equipment behavior. This pertains to constructing extant phenomena from direct observation and to inferring latent structures where necessary. The critical, but secondary, element disseminates inferences about relations to those equipment. I have a few models at EquipmentShare I own where I wrote the SQL level data extraction, the exploratory data analysis, the model building, and the production level deployment. I have a extensive history of didactic training in numerous and varied fields. Most recently deeply delved into agronomy, meteorology, and wind-engineering during my stay at Iowa State. Design of experiments comes from my undergraduate and solidified in graduate. I am always willing to be a consult on the basics of statistical justification for experimentation.
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Columbia, Missouri, US
Researching and testing inferential models on construction equipment use, maintenance, and parts.Developing abnormal equipment detection mechanisms.
Ames, Iowa, US
I worked on methods for short-term prediction of wind speed for the use in near-time wind energy markets. Additionally I researched methods for utilizing generalized additive models as a method for assessing wind speed profiles with height through the atmosphere.
Columbia, Missouri, US
Created predictive models for battery failure.Initiated Bayesian modeling for heavy construction equipment health assessment.
Kansas City, KS, US
Developed quantitative methods for selecting cancer treatments from high-throughput screening studies.
Lawrence, KS, US
Coded language syntax and scored standardized tests in long-term study on child language acquisition.
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Amber Edmonds works for EquipmentShare.
Amber Edmonds is listed as Statistician in Flannel at EquipmentShare.
AeroLeads has found 1 work email signal at @equipmentshare.com for Amber Edmonds at EquipmentShare.
Amber Edmonds is based in Kansas City, Missouri, United States while working with EquipmentShare.
Amber Edmonds has worked for Equipmentshare, Iowa State University, University Of Kansas Medical Center, and The University Of Kansas.
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Amber Edmonds holds Doctor Of Philosophy - Phd, Statistics from Iowa State University.
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