Job Location: Trivandrum/Thiruvananthapuram
Role Description :
– Develop advanced computer vision and state-of-the-art deep learning-based applications for object detection classification sequence modeling face recognition, scene understanding, and activity recognition.
– Efficiently implement a module in C++ targeting a specific architecture around the Deep Learning domain.
– Hardware architecture aware and computation conscious implementation of solutions in an embedded device and maximizing the throughput.
– Work closely with an entrepreneurial team of experienced computer vision researchers to successfully execute RD projects.
– Mentor fresh joiners and foster team culture.
– BEBTechMSMTech graduates in computer science, applied mathematics, electronicselectrical engineering.
– Solid programming experience (3+ years) in C or C++ with proven experience around computer vision problems.
– Very good knowledge of advanced data structures and algorithms.
– Experience with profiling, optimization, and parallelization to produce low latency high throughput C++ code is a plus.
– Experience in the development of computer vision andor machine learning algorithms to solve challenging image understanding problems.
– Proven ability to own and execute complex tasks, under tight schedules and dynamic conditions.
– Experience in designing large complex systems with multiple services libraries spread across different hardware platforms like mobile, cloud, etc.
Good to have :
– Experience in Deep Learning frameworks (like TensorFlow or Caffe or PyTorch) is a big plus.
– Ability to translate customer requirements to determine research focus.
– Strong communication skills and the ability to describe complex technical concepts to fellow researchers as well as to non-technical people.
– Product development experience is a plus.
– Experience with GPU optimization using OpenCL, CUDA, is a plus
– Experience with serving versioned ML models.
– Benchmarking and Optimization experience for a specific architecture.
– Experience with designing web services, API design versioning.
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