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About Netropy AI
Netropy AI is a startup pioneering Physical AI and high-fidelity simulation solutions for industries such as autonomous driving and robotics. We leverage video-based 3D reconstruction, advanced computer vision, and generative technologies to bridge the gap between the virtual and physical worlds.
About the Role
We are looking for a Research Engineer to join our team and push the boundaries of Physical AI. In this role, you will combine cutting-edge research in generative AI and foundation models with image and 3D reconstruction. You will play a pivotal role in developing the next generation of simulation technology.
• Develop and implement state-of-the-art 3D/4D reconstruction technologies, including Gaussian Splatting, Vision Generative Models, and Geometric Foundation Models.
• Manage the lifecycle of large-scale datasets, including preprocessing and curation, to support robust model training and evaluation.
• Optimize research prototypes and integrate developed AI models into our core products, ensuring seamless performance and scalability.
• 2+ years of research experience in Computer Vision, Computer Graphics, or related fields (Academic or Industrial).
• A deep understanding of Vision Generative and Foundation Models (e.g., Diffusion models, Transformers).
• Strong grasp of traditional computer vision and fundamental mathematics (Linear Algebra, Calculus, Statistics, and Probability).
• Extensive knowledge of Deep Learning literature with the ability to rapidly comprehend and implement new technologies.
• Strong critical thinking skills, a hands-on approach to problem-solving, and the ability to learn quickly in a fast-paced environment.
• Professional proficiency in English for technical collaboration.
Netropy AI is a startup pioneering Physical AI and high-fidelity simulation solutions for industries such as autonomous driving and robotics. We leverage video-based 3D reconstruction, advanced computer vision, and generative technologies to bridge the gap between the virtual and physical worlds.
About the Role
We are looking for a Research Engineer to join our team and push the boundaries of Physical AI. In this role, you will combine cutting-edge research in generative AI and foundation models with image and 3D reconstruction. You will play a pivotal role in developing the next generation of simulation technology.
주요업무
• Generate, propose, and evaluate novel research ideas to drive the continuous evolution of our AI technology stack.• Develop and implement state-of-the-art 3D/4D reconstruction technologies, including Gaussian Splatting, Vision Generative Models, and Geometric Foundation Models.
• Manage the lifecycle of large-scale datasets, including preprocessing and curation, to support robust model training and evaluation.
• Optimize research prototypes and integrate developed AI models into our core products, ensuring seamless performance and scalability.
자격요건
To be considered for this role, applicants must meet the following criteria:• 2+ years of research experience in Computer Vision, Computer Graphics, or related fields (Academic or Industrial).
• A deep understanding of Vision Generative and Foundation Models (e.g., Diffusion models, Transformers).
• Strong grasp of traditional computer vision and fundamental mathematics (Linear Algebra, Calculus, Statistics, and Probability).
• Extensive knowledge of Deep Learning literature with the ability to rapidly comprehend and implement new technologies.
• Strong critical thinking skills, a hands-on approach to problem-solving, and the ability to learn quickly in a fast-paced environment.
• Professional proficiency in English for technical collaboration.
