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AI - Senior Software Engineer

5 years

3 - 8 Lacs

Thiruvananthapuram

Posted:1 day ago| Platform: GlassDoor logo

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Skills Required

ai software design ml deployment model quantization onnx development data training inference network preprocessing preprocess python programming pytorch tensorflow learning vision imaging visual optimization fusion calibration opencv constraints power processing video

Work Mode

On-site

Job Type

Part Time

Job Description

Job Requirements
  • Design and develop AI/ML-based applications with a focus on deployment on embedded hardware platforms (e.g., Renesas RZ/V2H, NVIDIA Jetson, STM32, etc.)
  • Port and optimize AI models for real-time performance on resource-constrained embedded systems
  • Perform model quantization, pruning, and conversion (e.g., ONNX, TensorRT, TVM, TFLite, DRP-AI) for deployment
  • End-to-end AI model lifecycle development including data preparation, training, validation, and inference optimization
  • Customize and adapt AI network architectures for specific edge AI use cases (e.g., object detection, classification, audio detection)
  • Data Preparation & Preprocessing: Collect, organize, and preprocess audio/image datasets.

Work Experience
  • Minimum 5 years of experience in AI/ML application development.
  • Strong Python programming skills, including AI frameworks such as PyTorch, TensorFlow, Keras.
  • Solid experience in developing deep learning-based solutions for Computer Vision, Imaging and Audio.
  • Deep understanding of DL architectures like CNN, FCN and their application to visual tasks.
  • Experience in model optimization techniques such as quantization, pruning, layer fusion, and INT8 calibration for edge inference.
  • Hands-on experience in deploying AI models on embedded platforms.
  • Proficiency in tools such as OpenCV, ONNX, TVM, TFLite, or custom inference engines.
  • Understanding of system constraints like memory, compute, and power on edge devices.
  • Exposure to real-time audio processing, video processing and robotics.

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