Trevor Fiez
Machine Learning Platform Engineer at Abacus.AI- Claim this Profile
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Bio
Experience
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Abacus.AI
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United States
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Software Development
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1 - 100 Employee
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Machine Learning Platform Engineer
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Feb 2022 - Present
Portland, Oregon, United States
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Facebook
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Software Development
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700 & Above Employee
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Software Engineer - Machine Learning
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May 2020 - Mar 2022
Menlo Park, California, United States
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Apple
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United States
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Computers and Electronics Manufacturing
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700 & Above Employee
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Machine Learning Engineer
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Jul 2018 - May 2020
Cupertino, California Machine learning engineer working on large scale decisioning systems for fraud
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Data Scientist
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Jul 2017 - Jul 2018
Austin, Texas Area
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Oregon State University
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Higher Education
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700 & Above Employee
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Graduate Research Assistant in Computer Science
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Jun 2015 - Jul 2017
My research focuses on attempting to classify and understand american football plays from video. I have applied convolutional neural networks on a variety of football problems including: player detection, offense or defense classification, play type classification, and snap location classification. Currently, I am focusing on player tracking and training trackers to maximize precision while maintaining hard recall constraints. My duties include developing and implenting computer vision and… Show more My research focuses on attempting to classify and understand american football plays from video. I have applied convolutional neural networks on a variety of football problems including: player detection, offense or defense classification, play type classification, and snap location classification. Currently, I am focusing on player tracking and training trackers to maximize precision while maintaining hard recall constraints. My duties include developing and implenting computer vision and machine learning algorithms, reading research papers, and creating ground truth datasets to train and test our algorithms. My major advisor is Alan Fern, a professor of computer science.
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Undergraduate Research Assistant
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Apr 2013 - Jun 2015
I am working with Associate Proffessors Alan Fern, Sinisa Todorovic and other graduate students to analyze football games by video. The research is being funded by HUDL. I am currently working on dynamic scene labeling to build a classifier for pass and run plays. I previously worked on game level analysis and error correction from the football play detectors.
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EECS 161 TA
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Jan 2014 - Mar 2014
Lead labs, hold office hours, and grade assignments for student's first programming class. Class covers basic C++.
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Student Board Member
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Mar 2014 - Jul 2017
Oregon E-Gov portal advisory board advises the department of administrative services of Oregon on their internet services. This includes many of the oregon.gov websites, credit card transactions to the state of Oregon, and online applications.
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Machine Learning/Computer Vision Research Intern
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Jun 2016 - Sep 2016
Washington D.C. Metro Area Applying computer vision and machine learning techniques to improve clock alignment tools in American Football videos. With the techniques I have developed we are able to not only recognize when a play begins, but also when it ends.I also will be working on integrating this code into the existing system and should be in use by the 2017 football season.
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President
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May 2014 - Jun 2015
Oregon State University I am the President of Eta Kappa Nu at Oregon State University. Eta Kappa Nu is the honor society for eletrical and computer engineering majors. As an organization we currently focus on mentoring students in their freshman and sophomore years. We are going to start increasing our networking professional developement events in this coming year. I oversee the operation of the whole club. This includes reaching out to students to join the society, and organizing member meetings.
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Intel Corporation
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United States
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Semiconductor Manufacturing
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700 & Above Employee
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Software Engineering Intern
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Jun 2013 - Sep 2013
Worked in the Open Source Technology Center. Implemented an embedded Javascript Engine in C to be used to interpret PAC (proxy autoconfig) files. We used Bison and Flex to implement the lexer and parser and created our own interpreter.
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Oregon State University
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Higher Education
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700 & Above Employee
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Teacher for Middle and High School Students
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Jul 2012 - Jul 2012
Taught two middle school and one high school summer camp classes about robotics. The middle school classes consisted of 29 students in total. They created a robot and used a program to program them. The high school class consisted of 6 students. They also created a robot but learned and wrote their own C code to program the robots they created.
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Project Manager
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Oct 2011 - Jun 2012
Created a website where users could search a term and a custom google map would show where in the world people had tweeted the term. Was project manager and organized group booth at the Oregon State engineering expo.
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Education
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Oregon State University
Master of Science (MS), Computer Science -
Oregon State University
Bachelor of Science (BS), Electrical and Computer Engineering