Senior Deep Learning Solution Architect
Tasks
- Analyze machine learning system bottlenecks
- Build acceleration libraries and frameworks
- Develop KV cache offloading frameworks
- Develop open source inference frameworks
- Drive distributed training performance research
- Explore compute performance optimization methods
- Implement multi level cache offloading
- Optimize model inference performance
- Optimize network communication and data transfer
Perks/Benefits
- N/A
Skills/Tech-stack
Accelerated computing | C++ | CPU | Computer Architecture | Computer Systems | Data Structures | Data transfer | Data transfer optimization | Deep learning | Distributed Training | Heterogeneous computing | KV Cache Offloading | KV cache | LLM Inference | LLM Training | Language Models | Large Language Models | Machine Learning | Network communication | Open Source | Parallel Computing | Performance Analysis | Performance Modeling | Performance optimization | Python | Remote Storage | SSD | Transfer optimization
Education
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