AI Coding/Agents算法实习生
Tasks
- Build evaluation pipelines for code benchmarks and repair success
- Build training data pipelines
- Create API SDK and monitoring for production deployment
- Design MCP servers and tools
- Develop coding agent system
- Implement multi agent systems for code generation and debugging
- Implement security sandbox and access isolation
- Integrate agent tools with IDE and Git platforms
- Optimize inference with distillation quantization and caching
- Train language models with SFT and DPO
Perks/Benefits
- N/A
Skills/Tech-stack
API Development | AWQ | Async | Autogen | C plus plus | CI/CD | Colossal-AI | CrewAI | DPO | DeepSpeed | Docker | Function Calling | GPTQ | Gguf | Git | Go | Java | Langchain | Langgraph | Lightning | Linux | Llamaindex | LoRA | MCP | PagedAttention | Prompt Caching | PyTorch | Python | QLoRA | RAG | RLHF | React | Rust | SDK development | SFT | Speculative decoding | TGI | Tensor Parallelism | TensorRT-LLM | Transformers | Unit Testing | VLLM
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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