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.
TBA
Designd and implemented computer vision algorithms needed for autonomous driving capability, such as video object segmentation and detection, multi-object tracking, multi-sensor fusion.
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.
Working with Dr. Hien Van Nguyen on representation learning with less label and imperfect data
Working with Dr. Hien Van Nguyen on representation learning with less label and imperfect data
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