AI Infra 模型部署实习生
Tasks
- Analyze deployment stages latency and bottlenecks
- Automate model conversion validation and publishing tasks
- Build agent skill based model validation and release assistant
- Build monitoring dashboards for deployment time success rate and resource usage
- Collect deployment logs and metrics
- Design and develop deployment platform services
- Develop agent based failure diagnostics
- Develop deployment tools for multi version and frequent deployment
- Implement unified agent and skill management and orchestration system
- Optimize model deployment workflow
Perks/Benefits
- N/A
Skills/Tech-stack
Agent Orchestration | Automation | Debugging | Docker | Langchain | Langgraph | Log Analysis | Model Deployment | Monitoring | ONNX | PyTorch | Python | Semantic Kernel | TensorFlow | TensorRT
Education
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