Visionary Image Processing Engineer

3 weeks ago


Bangalore, India Sapwood Full time

Job Title: Visionary Image Processing Engineer

About the Role:
We are seeking a talented and motivated Image Processing Engineer to join our team at Sapwood. The ideal candidate will have a strong background in deep learning and traditional image processing algorithms for real-world applications.

Key Responsibilities:
- Analyze the requirements from the top level and break up the problem into algorithms, and choose the right solution by using traditional or deep learning methods.
- Design and realize identified algorithms.
- Fine-tune and optimize deep learning models (e.g., CNNs, YOLO, Mask-RCNN) for performance and efficiency in production environments.
- Collaborate with the engineering and product teams to deploy models in real-world applications.
- Research and integrate new algorithms and techniques to improve model performance and robustness.
- Develop custom data augmentation pipelines to improve training efficiency and accuracy.
- Evaluate model performance and conduct error analysis to guide further improvements.

Qualifications:
- Bachelor's or master's degree in computer science, Artificial Intelligence, or related fields.
- 4+ years of hands-on experience in deep learning and computer vision.
- Proficient in C/C++.
- Proficiency in traditional image processing algorithms.

Essential Qualifications:
- Deep learning frameworks and solid experience with object detection models (e.g., YOLO), and face recognition models.
- Proven experience in training and deploying computer vision models at scale.
- Familiarity with OpenCV.

Desirable Qualifications:
- Working experience on algorithms for Surveillance Cameras.
- Experience with cloud platforms (AWS, Azure) and deploying models in production.
- Knowledge of edge AI technologies and hardware accelerators.
- Ability to optimize models for resource-constrained environments.

Work Location:
Bangalore



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