KoiReader - Computer Vision Lead - Image/Video Processing
1 month ago
The Computer Vision Lead is expected to play a pivotal role in building and executing end to end solutions for object detection, pattern matching, behaviour analysis, and intelligence augmentation.
At a high level, the expert will lead a team of computer vision engineers to translate the customer's business need into a techno-analytic problem and appropriately leverage technology to bring large scale vision solutions to fruition.
The key responsibilities of the Computer Vision lead are :
- Project Lead - Lead the project, set expectations with the stakeholders and successful execution of the project
- Project Blue Printing and Project Documentation
- Creating Project Plan
- Collaborate with software engineering and product teams to handle requirements from stakeholders
- Deep understanding of setting up and using GPU based infrastructure
- Participate in SME reviews of Predictive Analytics opportunities/ engagements for Computer Vision
- Jump-start Machine Learning projects with customer with focus on providing disruptive insights in reasonable timeframes
- Architect real-time Image/ Video Processing / Computer Vision algorithms for vision automation pipelines that include Pattern Matching, Tracking, Behaviour Analysis and Intelligence Augmentation
- Mentor and train junior engineers
- Stay up to date on the latest trends in computer vision and machine learning
Skills required :
- Deep knowledge of the open-source ecosystem around python and computer vision
- Strong experience in Python, Linux and writing fault-tolerant code
- Expertise in Image Processing technologies and experience using libraries like OpenCV, NVIDIA CUDA, Intel OpenVINO, NumPy, etc.
- Good understanding of data processing pipeline optimization techniques
- Experience working with to Machine Learning / Deep Learning & Quantitative Methods in the space of Computer Vision and Image/Video Processing
- Ability to work and thrive in a startup environment, learn rapidly, and master diverse web technologies
- Excellent communication and interpersonal skills
Brownie Points :
- Understanding of Docker, Kubernetes and GitOps
- Familiarity with NodeJS
What we have to offer :
- Work with a performance-oriented team driven by ownership and open to experiments with cutting edge technologies
- Learn to design system for high accuracy, efficiency and scalability
- Collaborative and supportive work environment
- Meritocracy driven, candid startup culture
If you are a highly motivated and experienced leader with a passion for building innovative solutions, we encourage you to apply for this exciting opportunity.
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Bangalore, India KoiReader Technologies Private Limited Full timeJob Description : Skills required :- Strong experience in python and writing fault-tolerant code- Plenty of expertise in Image Processing, OpenCV, SciPy and NumPy- Good understanding of optimizing data processing pipelines- Command over geometry, statistics and designing complex algorithms- Ability to work and thrive in a startup environment, learn rapidly...
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