Amy Fire

Amy Fire Email and Phone Number

Statistician - Probabilistic Modeling and Data Analysis - CV/ML @ Berkeley, CA, US
Berkeley, CA, US
Amy Fire's Location
Berkeley, California, United States, United States
About Amy Fire

Amy Fire is a Statistician - Probabilistic Modeling and Data Analysis - CV/ML at Berkeley Math Circle.

Amy Fire's Current Company Details
Berkeley Math Circle

Berkeley Math Circle

Statistician - Probabilistic Modeling and Data Analysis - CV/ML
Berkeley, CA, US
Amy Fire Work Experience Details
  • Berkeley Math Circle
    Berkeley Math Circle
    Berkeley, Ca, Us
  • Grabango
    Data Scientist (Computer Vision Engineer)
    Grabango Oct 2018 - Dec 2020
    Berkeley, California, Us
    * Devised experiments and collected data to test applicability of known methods to object recognition and detection* Refined experiments and benchmarked baselines and datasets* Applied probabilistic models to impute missing data* Pytorch, OpenCV, pandas
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  • Ucla
    Graduate Researcher At The Center For Vision, Cognition, Learning, And Art
    Ucla 2011 - 2016
    Los Angeles, Ca, Us
    * Project: Learning Perceptual Causality From Video. Proved theory for the computer to learn the connection between agent actions and object statuses from video, improving recognition rates of both. Implemented in MATLAB.* Project: Joint Spatial-Temporal-Causal Inference. Developed algorithms to connect detections in the spatial and temporal domains to the causal domain to provide a coherent reasoning solution over the course of a video. Implemented in Python.
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  • The Blindsight Corporation
    Senior Vision Consultant
    The Blindsight Corporation 2011 - 2014
    * Evaluated internal computer vision research proposals* Advised on evaluations and best practices* Contributed context regarding state of art
  • College Of The Canyons
    Associate Professor
    College Of The Canyons 2004 - 2010
    Santa Clarita, Ca, Us
    * Taught a full range of mathematics classes, including developmental courses, elementary statistics, calculus sequence, linear algebra, and differential equations. Developed Mathematica, Matlab, and Minitab labs/projects* Course Coordinator for Elementary Statistics (2006-2007)-- Managed part-time instructors-- Created hybrid/online elementary statistics course, including development of the web based applications. * Mentored new instructors who teach online courses. Contributed to the Educational Technology committee.
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Amy Fire Education Details

  • Ucla
    Ucla
    Statistics
  • San Francisco State University
    San Francisco State University
    Mathematics
  • University Of California, Berkeley
    University Of California, Berkeley
    Mathematics

Frequently Asked Questions about Amy Fire

What company does Amy Fire work for?

Amy Fire works for Berkeley Math Circle

What is Amy Fire's role at the current company?

Amy Fire's current role is Statistician - Probabilistic Modeling and Data Analysis - CV/ML.

What schools did Amy Fire attend?

Amy Fire attended Ucla, San Francisco State University, University Of California, Berkeley.

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