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Grant Baker is a Senior Machine Learning Engineer at Mapbox. He possess expertise in mathematica, applied mathematics, mathematical modeling, matlab, c++ and 2 more skills.
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Senior Machine Learning EngineerMapboxBoulder, Co, Us
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Lead Machine Learning EngineerBryte Feb 2021 - PresentLos Altos, California, Us- Researched, developed, and implemented the Sleep Concierge, a GPT-4-powered chat assistant which empathetically and actionably helps users interpret their sleep data- Developed a custom Python REST API framework for Lambda applications and rewrote our API with itImplemented many cloud security best practices- Leading a team of 4 software engineers through many projects, including the API, internal web tools, user-facing web apps, partner integrations, database migrations, user management, monitoring systems, and a complete overhaul of our software tooling to use CloudFormation infrastructure-as-code- Created an optimization framework for providing users with initial recommendations and Bayesian recommendations for selecting their bed’s settings -
Data Scientist - Oracle Data CloudOracle Jul 2018 - Feb 2021Austin, Texas, Us- Designed and implemented orchestration integration with Kubernetes, enabling: scalable, robust, and predictable orchestration of single or multiple machine learning pipelines; seamless end-to-end experimentation; and support for future business needs- Maintained and updated distributed machine learning pipelines based on research and business needs, building the Oracle ID Graph, a terabyte-scale collection of linkages between emails, phones, and devices- Implemented a state-of-the-art community detection framework for multiple business applications across the entire pipeline- Researched and integrated new data-based and metadata-based features- Pipelines powered by Spark in Scala, and orchestrated with Luigi- Built an internal visibility tool and UI to monitor creation and deployment status of internal ID Graph dataset -
Swim CoachNorthglenn Fusion Swim Club Aug 2014 - Aug 2018Coached athletes ages 8-14 in competitive USA-level swimming. Ran daily practices and wrote workouts. Organized monthly team activities such as parties, barbecues, game nights, and more. Collaborated with coaching staff to improve club development.Selected to coach for Team Colorado at the 2016 and 2017 Zone Championships.
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Learning AssistantUniversity Of Colorado Boulder Jan 2017 - May 2018Boulder, Colorado, UsWrite homework solutions, run homework help sessions, help students understand material, and grade coursework for the following courses:Spring 2018: APPM 4360/5360 Complex Variables and ApplicationsFall 2017: APPM 4350/5350 Fourier Series and Partial Differential EquationsSpring 2017: APPM 3310 Matrix Methods -
Undergraduate ResearcherUniversity Of Colorado Boulder Jan 2017 - May 2017Boulder, Colorado, UsModeled and analyzed shallow water dispersive waves. Employed Fourier Transform Profilometry to measure waves experimentally to support theory. Worked under the direction of Professor Mark Hoefer.
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Undergraduate ResearcherUniversity Of Colorado Boulder May 2016 - Dec 2016Boulder, Colorado, UsWorked on developing and implementing numerical techniques for solving ordinary differential equations in the complex plane, and analyzing their solutions. Specifically focused on numerical techniques for Painlevé equations and the Chazy equation. Developed a software application to aid further research in this field.Worked under the direction of Professor Mark J. Ablowitz.
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Software Engineering InternNorthrop Grumman May 2017 - Aug 2017Falls Church, Va, UsTrained Tensorflow-based convolutional neural networks on custom datasets and deployed on autonomous embedded systems. -
Water Safety Instructor / LifeguardCity Of Northglenn Apr 2013 - Aug 2014UsInstructed children ages 6-12 in water safety. Supervised aquatic activities to ensure the safety of swimmers. Worked with management to develop better programs.
Grant Baker Skills
Grant Baker Education Details
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University Of Colorado BoulderApplied Mathematics -
Horizon High SchoolHigh School Diploma
Frequently Asked Questions about Grant Baker
What company does Grant Baker work for?
Grant Baker works for Mapbox
What is Grant Baker's role at the current company?
Grant Baker's current role is Senior Machine Learning Engineer.
What is Grant Baker's email address?
Grant Baker's email address is gr****@****cle.com
What is Grant Baker's direct phone number?
Grant Baker's direct phone number is +130350*****
What schools did Grant Baker attend?
Grant Baker attended University Of Colorado Boulder, Horizon High School.
What skills is Grant Baker known for?
Grant Baker has skills like Mathematica, Applied Mathematics, Mathematical Modeling, Matlab, C++, C, Java.
Who are Grant Baker's colleagues?
Grant Baker's colleagues are Александра Савко, Vitaly Dyatchik, Drew Newsom, Konstantin Gopa, Eugene Pugin, Pmp, Pavel Lutsenko, Pekka Lehtomäki.
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