Isaac Csekey
I am an AI and Robotics Researcher with over five years of experience in developing innovative perception, control, and reasoning systems for autonomous platforms.
About
I am an AI and Robotics Researcher with over five years of experience in developing innovative perception, control, and reasoning systems for autonomous platforms. My aim is to bridge the gap between physical autonomous robotics and advanced AI models, particularly focusing on spatial intelligence and autonomous systems.
- 6 years' experience
- Joined October 2025
Industry experience
- Computers & Electronics
- Healthcare
- Transportation & Logistics
- Media & Entertainment
- Professional Services
Work experience· 4 roles
Led R&D of an AI-based automated vision system achieving the first-ever autonomous spacecraft docking, showcasing robust object identification and precise position tracking. Developed a deep reinforcement learning algorithm, enhancing epipolar inlier matching precision significantly. Crafted an end-to-end pipeline for 3D reconstruction and real-time pose estimation, optimally deploying vision models onto processor-heavy devices.
Spearheaded R&D of an AI-based 3D vision pipeline that achieved the first-ever autonomous spacecraft docking, demonstrating robust and precise 6DOF pose tracking on objects without prior 3D CAD models or pose annotations using Python and Pytorch.
Developed a TensorFlow vision optimization automation system in Python for a Docker-based object detection platform and prototyped a computer vision application for medical guidance in augmented reality using OpenCV for Android.
Education
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