Blake Rutherford work email
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I focus on building repeatable solutions that demonstrate and deliver on increasing ROI for customers. My expertise is in using rigorous mathematical and scientific methods combined with machine learning to provide clients with optimal models and business outcomes while thinking outside the box to tackle new problems. I apply a broad variety of skills from mathematics and statistics along with technical skills to build end-to-end solutions.- I design and build custom machine leaning models and solutions for a wide variety of clients and industries.- I generalize and scale solutions to be repeatable and efficient, focusing on a scientific approach to ROI.- I have designed and built an automated machine learning package that includes data exploration, model training, reporting, deployment, cost and gain tracking, external data source connections and maintenence for a wide variety of business use cases.- I enhance models by incorporating external data sources such as economic data and cost-benefit analysis into a broader data science strategy.- I develop end-to-end solutions including data integration, database pipeline, model monitoring and end user business integration to ensure maximum use of model results.- I serve as a mentor to junior team members on execution of data science projects.- I lead broader business strategy and conduct deep market analysis.- I have a broad skill set branching into many areas of mathematics, statistics, finance and many areas of science.
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Sr. Data ScientistCalligo Feb 2021 - PresentSt Helier, Je -
Senior Data ScientistDecisive Data Oct 2018 - Present
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Research ScientistNorthwest Research Associates Sep 2014 - Feb 2021Seattle, Washington, UsI am a research scientist studying aspects of applied mathematics and atmospheric dynamics. I am funded by grants received from the National Science Foundation (NSF), Office of Naval Research (ONR), and the National Oceanic and Atmospheric Administration (NOAA). My research focuses on aspects of tropical cyclone structure and dynamics from a coherent structure perspective. I employ many techniques from data science including machine learning, image classification, regression models, predictive modeling and Bayesian inferencing. In addition to my theoretical work, some of the highlights of this job include:1. I designed, developed, and produced an automated vortex tracker for near-real-time early detection of potential developing tropical cyclones from global numerical weather models, and I deliveer results to the National Hurricane Center (NHC), Jet Propulsion Laboratory (JPL), and the Joint Typhoon Warning Center (JTWC).2. I used my mathematical concepts to provide guidance on the performance of the NOAA HWRF-genesis hurricane model in correctly analyzing pre-genesis storm systems.3. I worked as a science team member analyzing data from the NASA Hurricane and Severe Storm Sentinel (HS3) and Pre-Depression Investigation of Cloud systems in the Tropics (PREDICT) experiments.4. I received and managed NSF grants as the PI for NSF-AGS-1439283 and NSF-AGS-1656156.5. I have written many peer reviewed journal articles detailing how coherent structures arise in tropical cyclones.6. I have substantial experience writing grant applications.7. I have designed and developed idealized fluid dynamical models. 8. I have experience running high-resolution numerical weather prediction models.9. I developed a software package for the detailed analysis of non-linear transport in stratified fluid flows.10. Much of my work involves processing large quantities of satellite, dropsonde and radar data.11. I serve as reviewer for several meteorological journals and for NSF. -
Ncar Visiting ScientistNcar - The National Center For Atmospheric Research May 2014 - Oct 2014Boulder, Colorado, Us -
National Research Council Postdoctoral FellowNational Academy Of Sciences Jun 2010 - Aug 2014Washington, District Of Columbia, UsScientific Research
Blake Rutherford Skills
Blake Rutherford Education Details
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Colorado State UniversityMathematics -
Baylor UniversityMathematics
Frequently Asked Questions about Blake Rutherford
What company does Blake Rutherford work for?
Blake Rutherford works for Calligo
What is Blake Rutherford's role at the current company?
Blake Rutherford's current role is Sr. Data Scientist at Calligo.
What is Blake Rutherford's email address?
Blake Rutherford's email address is bl****@****ata.net
What schools did Blake Rutherford attend?
Blake Rutherford attended Colorado State University, Baylor University.
What skills is Blake Rutherford known for?
Blake Rutherford has skills like Matlab, Python, R, Dats Science, Julia, Amazon Web Services, Machine Learning, Science, Latex, Geographic Information Systems, Data Science, Applied Mathematics.
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