AI & Image Processing Technical Lead
Indexed description
Key Responsibilities
Primary Technical:
- Design and implement AI/ML solutions using key libraries and frameworks, guiding end to end deployment.
- Implement responsible AI frameworks to ensure compliance with data privacy, security, and ethical AI principles.
- Exhibit technical expertise with a variety of API technologies, including Python libraries, REST APIs and demonstrate capabilities to clients.
- Good knowledge of Computer vision algorithms with hands-on experience in OpenCV.
- Deep Learning knowledge within computer vision space (Object detection, semantic segmentation)
- Apply advanced techniques like quantization, pruning, and distributed training for performance optimization on edge or cloud systems.
- Engage as a trusted technical advisor to clients, understanding their business needs and identifying technical value-add opportunities.
- Collaborate with sales and delivery teams to identify solution opportunities and support in creating proposals and present solutions.
- Establish and monitor key performance indicators for solutions, driving continuous improvements and implementing remediation plans as needed.
- 5-7 years’ experience in developing computer vision applications/Image Processing
- Deep understanding of Computer Vision and experience in implementing solutions using Deep Learning and Computer Vision.
- Programming fluency in Python, C/C++
- Knowledge of AI/ML frameworks like Caffe, Tensorflow, PyTorch etc.
- Hands on experience working with images acquired using monocular, stereo and depth cameras. Experience in using traditional image processing methods for image quality improvement
- Experience with developing sensor fusion algorithms
- Experience designing and implementing segmentation algorithms based on depth or texture data
- Experience with image quality metrics and evaluation.
- Strong interpersonal skills and proven ability to communicate complex technical concepts to both technical and non-technical audiences.
- Skilled in prioritization and managing client relationships to ensure satisfaction and long-term partnership.
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