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General Information
Full Name | Kapil D. Katyal |
Languages | English |
Education
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PhD, Computer Science
Johns Hopkins University, Baltimore, MD
- Thesis title: Integrating Perception, Prediction and Control for Adaptive Mobile Navigation
- Advisor: Professor Greg Hager
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MS, Electrical Engineering
Columbia University, New York, NY
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BS, Computer Science
Pennsylvania State University, University Park, PA
Experience
- 2007 - Present
Principal Staff - Robotics
Johns Hopkins University Applied Physics Lab, Laurel, MD
- Principal Investigator on several AI, deep learning, reinforcement learning and perception-based robotics projects related to navigation and manipulation.
- Project Manager and Technical Lead on retinal prosthetic device that uses computer vision, machine learning and eye tracking algorithms to restore vision to blind individuals.
- Researched visual odometry and SLAM algorithms for robotic and retinal prosthetic applications.
- Led embedded software development team spanning multiple organizations to develop a highly dexterous robotic manipulator for the Revolutionizing Prosthetics program sponsored by DARPA.
- 2021
Advanced Robotics Perception Manager
Amazon Robotics, N. Reading, MA
- Manager of robotic perception team composed of applied scientists and software development engineers.
- Team focus on developing research and development capabilities for robot manipulation including classification, segmentation, object pose estimation in clutter, sensor calibration, multimodal item understanding and grasp planning.
Academic Interests
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Robotics
- High Speed Navigation
- Manipulation in Clutter
- Complex Terrain Navigation
- SLAM/Semantic Segmentation
- Rehabilitative Robotics
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Perception
- Action Recognition
- Domain Adaptation
- Lifelong Learning
- Vision Algorithms for Retinal Prosthetics
Other Interests
- Hobbies: Running, Carpentry