Artificial Intelligence/Machine Learning Engineer

2 months ago

Anywhere in IndiaMultiple LocationsBangalore ARR Recruitment Solutions Full time

Key Responsibilities :

Algorithm Development :

- Research, develop, and implement innovative computer vision algorithms from scratch to address complex problems and enhance image processing capabilities.

Image Processing Expertise :

- Apply image processing techniques, including color correction, lens distortion correction, color segmentation, and image enhancements, to optimize visual data quality.

Programming Proficiency :

- Utilize strong C++ and Python development skills to implement computer vision algorithms, with expertise in tools such as OpenCV and MATLAB.

Collaboration and Integration :

- Collaborate effectively with cross-functional teams, integrating and tuning computer vision algorithms into larger systems.

Neural Network Construction :

- Design, construct, train, evaluate, and fine-tune neural networks for various computer vision applications.

Motion Detection and Tracking :

- Apply expertise in motion detection and tracking, focusing on people, faces, objects, or vehicles, to enhance real-time monitoring and analysis.

Depth Estimation and 3D Reconstruction :

- Implement depth estimation, 3D reconstruction, multi-view geometry, calibration, and optical flow techniques to enhance spatial understanding and accuracy.

Required Skills & Experience :

Educational Background :

- Background in computer vision, machine learning, and deep learning.

Algorithm Development :

- Proven experience in researching, developing, and implementing novel computer vision algorithms.

Image Processing :

- Hands-on experience with image processing, covering color correction, lens distortion correction, color segmentation, and image enhancements.

Programming Skills :

- Proficiency in C++ and Python development, with specific experience in OpenCV and MATLAB.

Collaboration :

- Strong collaboration skills, enabling effective teamwork and communication with colleagues and stakeholders.

Algorithm Integration :

- Capability to design integrations and fine-tune computer vision algorithms for seamless incorporation into larger systems.

Neural Network Expertise :

- Ability to construct, train, evaluate, and fine-tune neural networks for various computer vision applications.

Motion Detection and Tracking :

- Experience in motion detection and tracking, specifically for people, faces, objects, or vehicles.

Spatial Understanding :

- Expertise in depth estimation, 3D reconstruction, multi-view geometry, calibration, and optical flow for advanced spatial understanding.

(ref:hirist.tech)

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