AI ML ADAS- Senior

About SRM Tech

• SRM Tech is a global IT services company
• specializing in automotive technologies, digital transformation, product
• engineering, and supply chain optimization. We empower businesses across North America, Japan, Europe, and India with cutting-edge solutions in technology
• consulting, platform development, data analytics, AI/ML, cloud and
• infrastructure, embedded software, and end-to-end product design to
• manufacturing.
• As a Great Place to Work-certified company,
• we are committed to fostering an environment where our employees can learn,
• grow, and thrive. We believe that when our people are empowered and valued,
• they drive innovation, take care of our customers, and contribute to our shared
• success.
• At SRM Tech, every contribution matters,
• and we are always looking for the right talent to join us on this journey!
• ADAS AIML, Computer vision development
• and Radar Algo development
• Experience in the areas of Computer Vision

& Machine Learning

• Deep knowledge & experience of :-
• Image processing, Computer Vision, Machine / Deep Learning-Cameras-Mono

camera, stereo camera OR LIDAR

• Stereo Camera & Lidar 3D point cloud

processing, 2D and 3D coordinate rotation and translation

• Mono & Stereo Camera Calibration &

Imaging, Static, Online, Dynamic Camera calibrations

• 3D reconstruction & depth imaging
• Simultaneous Localization & Mapping

SLAM-opt

• 7.Machine learning techniques and
• algorithms
• 8.Building production-grade Deep learning
• and Neural Network models using Computer vision techniques
• 9.Experience with imaging or optics
• systems.

RADAR

• Strong understanding of concepts and

background in development of topics like Kalman or extended Kalman filters,

particle filter, clustering techniques etc.

• performance measurement for algorithms

like sensor fusion, object tracking etc.

• Expertise in Radar and deep learning or

machine learning techniques on embedded platform

Requirements

Proficiency in:-

1.Embedded C, C++- /Python/ Matlab

• 2.Image Processing and computer vision
• libraries like OpenCV and MATLAB image processing and computer vision toolbox
• 3.Programming with strong experience in
• Data structures, algorithms and software development

• Either of the Deep Learning frameworks,

such as TensorFlow,

PyTorch, Caffe MxNet- Any 1

• Common Data science tool kits
• Embedded OS, Linux,Open GL, Open CL
• Deploying Computer vision and machine

learning algorithms on edge computing hardware

• Sensor fusion of Camera, LIDAR, RADAR, GNSS etc and

perception system

• Strong mathematical background
• Ability to perform complex engineering

work with minimal guidance