Kaivale Technologies
1 month ago
Job Responsibilities:
- Collaborate with stakeholders, data scientists, and business analysts to understand business requirements and translate them into technical solutions.
- Design, develop, and deploy machine learning models and algorithms using Python, TensorFlow, PyTorch, or similar frameworks.
- Explore and preprocess large volumes of structured and unstructured data to extract meaningful insights and features for model training.
- Implement and optimize algorithms for supervised and unsupervised learning tasks, such as classification, regression, clustering, and recommendation systems.
- Evaluate model performance, conduct experiments, and iterate on models to improve accuracy, scalability, and efficiency.
- Develop and maintain scalable and reliable data pipelines for model training, validation, and deployment in production environments.
- Collaborate with software engineers and DevOps teams to integrate AI models into existing systems and applications.
- Ensure the security, privacy, and compliance of AI solutions by implementing best practices for data handling, model governance, and regulatory requirements.
- Stay current with the latest AI and ML technologies, research papers, and industry trends, and proactively apply new techniques and methodologies to solve business problems.
Required Skills & Experience:
- Background in computer vision, Machine learning, Deep learning.
- Experience in researching, developing, and implementing novel computer vision algorithms from scratch.
- Image processing experience, including colour correction, lens distortion, color segmentation, image enhancements etc.
- C++ & Python development skills.
- OpenCV, MATLAB required.
- Strong collaboration skills.
- Capable of designing integrations of and tuning computer vision algorithms.
- Able to construct, train, evaluate and tune neural networks.
- Experience with motion detection and tracking of people, faces, objects or vehicles.
- Experience in depth estimation, 3D reconstruction, multi-view geometry, calibration, and optical flow.
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