Senior Deep Learning Solution Architect
Tasks
- Analyze machine learning system bottlenecks
- Build acceleration libraries and frameworks
- Develop KV cache offloading frameworks
- Develop feature and operator development
- Develop open source inference frameworks
- Drive distributed training compute performance research
- Optimize CPU SSD and remote storage reuse
- Optimize inference performance
- Perform performance analysis and modeling
- Support multi level cache offloading
Perks/Benefits
- N/A
Skills/Tech-stack
Accelerated computing | C plus plus | Computer Architecture | Data Structures | Distributed Training | Heterogeneous computing | High Performance | High-Performance Computing | KV Cache Offloading | KV cache | Learning systems | Machine Learning | Machine learning systems | Parallel Computing | Performance Computing | Performance Modeling | Performance optimization | Python
Education
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