highlisted

Senior Technical Architect

HCLTech·Bengaluru

Pay not statedSenior levelFull-time

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About the role

Reference algorithm models developed by an upstream research group must be converted, optimized, and adapted into robust embedded C, partitioned across DSP and NPU/AI-accelerator hardware, and tuned per target platform and market.

What you'll do

  • Convert computer vision algorithm reference implementations (e.g., MATLAB/Python prototype models) into optimized, production-quality embedded C
  • Perform platform-specific adaptation: partition vision pipelines across a heterogeneous compute architecture where heavy pre/post-processing is offloaded to a DSP and…
  • Perform market-specific adaptation: tune and validate detection/recognition behavior for different deployment environments, lighting conditions
  • Design and implement embedded computer vision pipelines (image capture, pre-processing, inference, post-processing) in C/C++ on MCU-class hardware
  • Integrate camera input pipelines (e.g., via USB or standard camera-interface protocols) and manage frame buffering, format conversion

What you need

  • Python
  • Git
  • C++
  • Embedded C
  • Computer vision
  • Test automation
  • B.Tech or B.E. or B.Sc or BCA

Good to have

  • Machine learning
  • ETL
  • TensorFlow
  • MATLAB
  • C

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