HRXconnect is currently seeking for a Senior Vice President - AI for one of its client, a renowned industry leader in rapid testing technology based on a sensor and Artificial Intelligence platform. The client's sensing devices are utilized to detect quality characteristics for food and agricultural products. Their software applications enhance the intelligence of these devices, making them more sophisticated and user-friendly while addressing specific customer needs.
WHAT DOES THIS JOB ENTAIL?
• Develop the next generation of industrial solutions for food and agriculture quality check/ quality assurance, using computer vision techniques.
• Work alongside our world class team of hardware and software engineers and business teams to deploy innovative solutions.
• Deploy commercially viable solutions for world renowned customers.
• Improve our industry leading results, as well as shepherding future products to production.
• Document your work in a structured manner, with focus on knowledge sharing.
• Take a leadership role in coaching staff.
• Work in an iterative PDCA style on features that take a month or two to develop, not a year or two!
WHAT EXACTLY WOULD YOU BE DOING?
As a key member of a small and versatile team, you will
• Develop and deploy computer vision models on mobile or static edge devices and AWS after optimization to meet customer requirements and maintain them to later improve to address additional customer requirements in future.
• Explore and analyze unstructured data like images through image processing.
• Design, develop, test and deploy advanced transfer and inference engine techniques and algorithms to enable quick deployment of AI models.
• Build reinforcement learning models for continuous learning in production environments.
• Use innovative ways to solve problems post inference of the neural networks.
• Design and implement object fusion, sensor fusion algorithms using AI methods. Integrate and perform perception tests.
• R&D: Explore newer and better neural networks like the VID network and implement them in production.
• Collaborate with a team of cross-disciplinary software and hardware engineers while you integrate your
• algorithms into a resource-constrained computational systems.
• Test and debug your code and features so that you are proud of what will be tested by the QA team and confident that it will pass.
• Help field technical questions from our customer support team as they help our users have the best experience possible.
• Work with business team to help define user requirement details by providing input on feasibility and difficulty
• estimation.
REQUIREMENT:
• Bachelors, Masters or PhD in Computer Science, Engineering et al or a amazing portfolio of computer vision work
• 10+ years of computer vision experience
• You are familiar with Camera sensors and Lens optics and its respective equations
• Strong MLOps experience
• An in-depth understanding of Python, TensorFlow, Keras, PyTorch, OpenCV
• Experience with Docker, Bash, Git
• Strong foundation in data structures and algorithms in Python
• Ability to transform research articles into the working solutions to solve real-world problems.
• Proficient with state-of-the-art object detection algorithms
• Must have built commercially deployed computer vision systems.
• Comfortable developing in Linux environment
• Strong engineering test & debug skills and version controlling skills for complex real-time systems.
• Ability and desire to develop with the end-user in mind.
• Proactive and clear communication abilities.
• Appreciation for documentation.
• Passion for well-engineered software
• You get bonus points for experience with 3D vision, point cloud and Stereo/Multi view Image reconstruction