James Sato

Translational Data Scientist at Mass General Brigham Data Science Office
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Contact Information
us****@****om
(386) 825-5501
Location
Austin, Texas, United States, US
Languages
  • English Native or bilingual proficiency
  • Japanese Elementary proficiency

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Bio

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5.0

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Brittany Taylor

I worked with James for 6 months and in that time he taught me everything I know and was an integral part of our team. The efficiency of our current AI model pipeline is largely the result of his hard work and the standards he set. He inspired me and the rest of our team with his thoughtful feedback and willingness to whip out a whiteboard to better explain trickier concepts.

James Metcalfe CSM

I really enjoyed working with James. James is a team player, very engaged in his work, and always gives credit when it is deserved. I wish you the best!

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Credentials

  • Create and Manage Cloud Resources
    Google Cloud Skills Boost
    Jan, 2022
    - Nov, 2024
  • MLOPs and Systems Certificate
    FourthBrain
    Sep, 2021
    - Nov, 2024
  • Deep Learning Specialization
    Coursera
    Jun, 2021
    - Nov, 2024
  • Sequence Models
    Coursera
    Jun, 2021
    - Nov, 2024
  • Convolutional Neural Networks
    Coursera
    Apr, 2021
    - Nov, 2024
  • Structuring Machine Learning Projects
    Coursera
    Apr, 2021
    - Nov, 2024
  • Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization
    Coursera
    Mar, 2021
    - Nov, 2024
  • Neural Networks and Deep Learning
    Coursera
    Feb, 2021
    - Nov, 2024
  • Machine Learning
    Coursera
    Jan, 2021
    - Nov, 2024
  • Biomedical Research Investigators and Key Personnel
    CITI Program
    Dec, 2022
    - Nov, 2024

Experience

    • United States
    • Hospitals and Health Care
    • 1 - 100 Employee
    • Translational Data Scientist
      • Mar 2022 - Present

    • United States
    • Transportation, Logistics, Supply Chain and Storage
    • 1 - 100 Employee
    • System Integration Engineer
      • Aug 2020 - Sep 2021

      • Accelerated ML Training Iteration Time by 75%. Closed the gap between ML development and deployment by standardizing data collection, data annotation, and model training processes, reducing ML training iteration times from months to under 2 weeks. • Developed ML Operations Branch in 4 months. Quickly learned TensorFlow, YOLO, VGG16, and Inception ML transfer learning pipelines to develop a robust ML operations branch with a track record of success. • Tripled AI Implementation Success Rate. Worked with ML R&D to implement the Aquarium data visualization in our ML training workflow, improving insights into trained models, tripling technical victories with clients. Show less

    • United States
    • Automation Machinery Manufacturing
    • 1 - 100 Employee
    • Robotics Engineer
      • Oct 2019 - Mar 2020

      • Started the company on an agile project schedule. Developed the engineering capacity of the company to complete projects within a two-week timeframe, rapidly developing new leads with clients. • Led quick company growth. Developed and managed technical demonstrations at CES and MODEX trade shows, generating 150+ leads leading to expansion of team from 2 to 5 personnel. • Built a global brand. Led the brand design process of Uchimura Robotics, generating 100’s of cold web discoveries a month. Interfaced with customers and suppliers in North America, Europe, and Asia to develop a global robotic solution supply chain. Show less

    • United States
    • Architecture and Planning
    • Document Control Coordinator
      • Mar 2019 - May 2019

    • United States
    • Staffing and Recruiting
    • 700 & Above Employee
    • Engineering Technician
      • Sep 2018 - Mar 2019

      Engineering Technician at Coca-Coca, Freestyle Validated design iterations. - Designed and fabricated test fixtures to validate prototype components for the Coca-Cola Freestyle line of machines. Transformed the quality of the engineering testing lab. - Led the reorganization of the engineering test laboratory at Coca-Cola Freestyle. Leading to improved cleaning and organization standards reducing wasted time and resources allocating tools and materials. Unfroze projects. - Performed root-cause analysis on failing prototype, unfreezing development of a prototype dispenser for special client. Show less

    • United States
    • Higher Education
    • 700 & Above Employee
    • Graduate Assistant
      • Aug 2017 - May 2018

      Managed laboratory classes in control and measurement systems. Taught fundamental concepts in controls and measurements including PID and LQR control systems, 1st and 2nd order feedback and control, waveform approximation, and system optimization. Evaluated performance of students’ laboratory and class coursework. Advised students in career planning and coursework selection. Managed laboratory classes in control and measurement systems. Taught fundamental concepts in controls and measurements including PID and LQR control systems, 1st and 2nd order feedback and control, waveform approximation, and system optimization. Evaluated performance of students’ laboratory and class coursework. Advised students in career planning and coursework selection.

  • Drexel University Study Abroad Office
    • Greater Philadelphia Area
    • Office Aide
      • Sep 2016 - Jun 2017

    • Japan
    • Higher Education
    • 700 & Above Employee
    • Biomedical Engineering Researcher
      • Sep 2014 - Aug 2015

      Competitive award ($10000 stipend for half-time 4 month work period between March 2014 and July 2015) . Created and tested air-jet based body imaging device to test hypothesis that air pressure displacement can serve as viable alternative to conventional internal body imaging. Presented prototype and results to faculty of Tohoku University. Assisted fellow researchers in research on topics including robotics, biomechanics, and biometrics. Competitive award ($10000 stipend for half-time 4 month work period between March 2014 and July 2015) . Created and tested air-jet based body imaging device to test hypothesis that air pressure displacement can serve as viable alternative to conventional internal body imaging. Presented prototype and results to faculty of Tohoku University. Assisted fellow researchers in research on topics including robotics, biomechanics, and biometrics.

    • United States
    • Higher Education
    • 700 & Above Employee
    • Lab Aide
      • Sep 2013 - Jan 2014

  • Drexel Autonomous Systems Laboratory
    • Greater Philadelphia Area
    • Research Intern
      • Jun 2013 - Sep 2013

Education

  • FourthBrain
    Certificate of Graduation, Machine Learning Operations
    2021 - 2021
  • Drexel University
    Master of Science (M.S.), Mechanical Engineering and Mechanics
    2012 - 2017
  • Gwinnett School of Mathematics, Science, and Technology
    High School Diploma, Engineering and Emerging Technology Focuses
    2008 - 2012

Community

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