IT Software Engineer

Updated: April 02, 2024 07:37 PM GMT

MulticoreWare Pvt. Ltd.

Chennai, Tamil Nadu (+1 other)

Key Responsibilities:Develop and optimize pipelines for inference within machine learning frameworks.Parse and optimize graph structures and intermediate representations like MLIR, TVM, and Glow IR.Provide runtime support for popular machine learning frameworks such as ONNX, TensorFlow (TF), and Artificial Neural Networks (ANN).Explore the internals and APIs of machine learning frameworks to implement Custom Ops and layer fusion at the framework level.Utilize advanced techniques such as pruning and quantization to enhance the efficiency and resource utilization of machine learning workloads.Collaborate with cross-functional teams including software engineers, data scientists, and researchers to integrate machine learning models efficiently into production systems.Stay updated with the latest advancements in machine learning frameworks and techniques, and incorporate them into our development process where applicable.Participate in code reviews, design discussions, and brainstorming... More Detail

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