Rob Sare

Rob Sare

San Francisco Bay Area
649 followers 500+ connections

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About

AI/ML scientist focused on model evaluation, data quality, and tools for experimentation.…

Experience

  • Mineral.ai Graphic

    Mineral.ai

  • -

    San Francisco Bay Area

  • -

    Mountain View, California, United States

  • -

  • -

    Stanford, CA, USA

  • -

    Stanford, CA, USA

Education

  • Stanford University Graphic

    Stanford University

    Activities and Societies: Stanford Cycling

    Coursework in computer science, machine learning, geomorphology, and geophysics

    Funded by:
    • National Earthquake Hazards Reduction Program grant
    • Stanford-USGS Fellowship
    • Amazon Earth on AWS research credits
    Teaching assistant for graduate courses:
    • Structural Geology and Rock Mechanics
    • Planetary Habitability

  • Activities and Societies: Outdoor Adventure Club

    Coursework in analysis/linear algebra, statistics, and geophysical sciences

Publications

Courses

  • Algorithms

    CS 161

  • Computer Vision

    CS 231A

  • Machine Learning

    CS 229

Projects

  • CS231A: Photogrammetric point cloud classification using UAV images taken over an active volcano

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    Developed an image labelling utility and evaluated methods for classifying ground and vegetation pixels in survey imagery of a volcanic tree kill. Projected pixel labels to classify 3D point data imaging the site. Project used Python: skimage, sklearn, and a photogrammetry API.

    Report: https://github.com/rmsare/cs231a-project/blob/master/SareRobert_CS231A_FinalReport.pdf

    Code: https://github.com/rmsare/cs231a-project

    See project

Honors & Awards

  • Stanford-USGS Fellowship

    -

Organizations

  • Society for Industrial and Applied Mathematics

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    - Present

  • American Geophysical Union

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    - Present

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