Inference Optimization Architect, Speech AI
Tasks
- Build automated model optimization pipelines
- Collaborate with research teams
- Design scalable inference infrastructure
- Develop custom hardware accelerated kernels
- Implement model compression techniques
- Monitor and improve inference resource utilization
- Optimize across diverse GPU platforms
- Optimize inference performance
- Profile and benchmark models
Perks/Benefits
- N/A
Skills/Tech-stack
CNNs | CUDA | Deep learning | GPU Profiling | GPU debugging | Inference Optimization | Knowledge Distillation | Model Compression | Model Deployment | Model Inference | Model Inference Optimization | Model Serving | Nsight Compute | Nsight Systems | Operating Systems | Pruning | Quantization | RNNs | TensorRT | Thread synchronization | Transformers
Education
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