
Autumn Knight
I'm interested in anything related to machine learning/AI. Previously in my career, I worked as a computer vision... | Greater Colorado Springs Area, Greater Colorado Springs Area, United States
Autumn Knight’s Emails au****@dp****.com
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Autumn Knight’s Location Greater Colorado Springs Area, Greater Colorado Springs Area, United States
Autumn Knight’s Expertise I'm interested in anything related to machine learning/AI. Previously in my career, I worked as a computer vision engineer at InnovaFlex, a large semiconductor fab in Colorado Springs, CO. In this role, I built ML models designed to reduce semiconductor test time, improve fabrication capacity, and reduce process complexity. Before InnovaFlex, I worked as a machine learning researcher for the University of Colorado. My research centered on optimizing high-volume image processing CNNs for embedded devices, focusing on low-power designs. If you are interested in viewing more about the methodology and results of my studies, please view my CNN Pruning Algorithm publication in the Publications section. Currently, I work as a machine learning engineer at Moichor, a veterinary diagnostics clinic that uses AI to assist veterinarians in extending their patients' lives and keep them healthy! At Moichor, I work on machine learning operations and AWS cloud infrastructure. My work here involves pipelining our cloud computing platform and growing our animal research framework. In general, I've had several years' professional experience with machine learning concepts, TensorFlow/Keras, PyTorch, cuda, Scipy, OpenCV, MATLAB, Arduino/Raspberry Pi, signal processing, and more. In this time, both professionally and as personal projects, I have built end-to-end machine learning architectures for image classification, feature recognition, generative time series, tabular classification, and data clustering for analysis. My other interests include space, especially space travel and cosmology, and blockchain technology. I also enjoy creative writing, drawing, making music (singing and playing guitar), and language-learning.
Autumn Knight’s Current Industry Moichor
Autumn
Knight’s Prior Industry
University Of Colorado Colorado Springs
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Cirrus Logic
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Dpix
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Moichor
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Work Experience

Moichor
Machine Learning Engineer
Sun Jan 01 2023 00:00:00 GMT+0000 (Coordinated Universal Time) — Present
Dpix
Computer Vision Engineer
Fri Apr 01 2022 00:00:00 GMT+0000 (Coordinated Universal Time) — Sat Jul 01 2023 00:00:00 GMT+0000 (Coordinated Universal Time)
Dpix
Data Analyst
Sun Aug 01 2021 00:00:00 GMT+0000 (Coordinated Universal Time) — Fri Apr 01 2022 00:00:00 GMT+0000 (Coordinated Universal Time)
Cirrus Logic
Mixed Signal Applications Design Engineer
Sat May 01 2021 00:00:00 GMT+0000 (Coordinated Universal Time) — Sun Aug 01 2021 00:00:00 GMT+0000 (Coordinated Universal Time)
University Of Colorado Colorado Springs
Teacher's Assistant for Digital Logic II
Sat Aug 01 2020 00:00:00 GMT+0000 (Coordinated Universal Time) — Sun Aug 01 2021 00:00:00 GMT+0000 (Coordinated Universal Time)
University Of Colorado Colorado Springs
Research on Deep Learning Scalability and Power Consumption
Mon Jun 01 2020 00:00:00 GMT+0000 (Coordinated Universal Time) — Tue Dec 01 2020 00:00:00 GMT+0000 (Coordinated Universal Time)