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Aryan Mobiny

ML Scientist / Learner

About Me

Hello Everyone!

I am Aryan, an applied scientist in research-reasoning team at Amazon , based in Santa Clara, California, and a former Senior Computer Vision Algorithm Engineer at Ambarella . Previously, I interned at SIEMENS and EigenControl and worked on different machine learning projects.

I received my Ph.D. from the University of Houston in 2020 where I worked as a research assistant at HULA Lab and fellow at the Center for Advanced Computing and Data Science (CACDS). My research was mainly focused on Machine Learning and its applications in Computer Vision with less label and imperfect data.

I’m interested in various inference methods, neural network architectures including attention and memory, and in everything that can be described as “machine reasoning”. I've also worked on several open source and cool side projects (find them at the bottom of this page). I am always looking for exciting research and professional opportunities, so feel free to get in touch. To find more information about my research topics and other experiences, see my Resume.

Experience

AMAZON

Applied Scientist, Palo Alto, CA

TBA

AMBARELLA

Senior Computer Vision Algorithm Engineer, Santa Clara, CA

Designd and implemented computer vision algorithms needed for autonomous driving capability, such as video object segmentation and detection, multi-object tracking, multi-sensor fusion.

SIEMENS Healthineer

Machine Learning Research Intern, Princeton, NJ

Worked with Dr. Ali Kamen and Dr. Tomasso Mansi on designing and developing a learned non-rigid pointcloud-based deep-NN model for MRI-Ultrasound registration of prostate.

Education

University of Houston

Sep. 2015 - Oct. 2020

Ph.D. in Electrical and Computer Engineering

Working with Dr. Hien Van Nguyen on representation learning with less label and imperfect data

University of Tehran

Sep. 2011 - May 2014

M.S. in Electrical and Computer Engineering

Iran University of Science and Technology

Sep. 2006 - Sep. 2011

B.S. in Electrical and Computer Engineering

Working with Dr. Hien Van Nguyen on representation learning with less label and imperfect data

Projects

Project Name Here

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Project Name Here

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Skills

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