Amin Ullah
Senior AI/ML Software Engineer at Boeing Research & Technology Software, Seattle, WA, USA
I am driven by a passion to enhance scientists’ benchwork experience through the introduction and demonstration of innovative algorithms for computer vision applications. My journey in computer vision began during my Bachelor’s degree under the mentorship of Dr. Muhammad Sajjad at the Digital Image Processing Lab at Islamia College Peshawar, an experience that significantly inspired my interest in this field.
I earned my Ph.D. from the Intelligent Media Laboratory (IMLab) at Sejong University, South Korea, where I was mentored by Prof. Sung Wook Baik and co-supervised by Dr. Khan Muhammad.
I worked as a Postdoctoral Researcher with Prof. Fuxin Li and Prof. Thomas G. Dietterich at the Collaborative Robotics and Intelligent Systems (CoRIS) Institute at Oregon State University, OR, United States.
Work
- 2023.09 - Present
- 2021.06 - 2023.09
Postdoctoral Scholar
Oregon State University, Oregon, USA
Engaged in computer vision research focused on novelty detection, optimized neural network generation using generative models, and uncertainty analysis in object segmentation.
- 2021.02 - 2021.05
Postdoctoral Scholar
Sejong University, Seoul, South Korea
Researched and developed deep learning algorithms for smart cities, published a survey on deep architectures for autonomous driving, and assisted in creating efficient networks for person re-identification.
- 2017.03 - 2021.02
Graduate Research Assistant
Sejong University, Seoul, South Korea
Conducted research on deep networks for human activity recognition, crowd counting, and anomaly detection; contributed scholarly work in video summarization and multi-view action recognition.
Education
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2017.03 - 2021.01 PhD
Sejong University, Seoul, South Korea
Engineering in Digital Contents
- Dissertation: A Study of Sequential Patterns Analysis in Video for Action and Activity Recognition using Deep Learning.
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2012.09 - 2016.10 BS Computer Science
Islamia College Peshawar, Pakistan
Computer Science
- Final Year Project: Integrating Salient Colors with Rotational Invariant Texture Features for Image Representation in Retrieval Systems
