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AI/ML Compiler Lead Edge AI Ambient Scientific

2.0 - 7.0 years

6 - 16 Lacs

bengaluru

Work from Office

Role & responsibilities • Lead design and development of the AI/ML compiler toolchain for Ambients ultra-low power AI chips. Build and optimize compiler backends, IR transformations, and runtime systems for AI workloads. Drive model conversion pipelines (TF, TFLite, PyTorch, ONNX Ambient compiler stack). Implement graph-level and operator-level optimizations (fusion, scheduling, memory reuse). Collaborate with hardware and data science teams to co-design hardware-aware compiler strategies. Develop tools for quantization, pruning, mixed precision, and efficient memory allocation. Ensure compiler generates binaries with predictable latency, power, and memory footprint. Define performance metri...

Posted 1 month ago

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