Machine Learning Engineer Graduate (E-Commerce Supply Chain & Logistics - LLM/Agent) - 2027 Start (PhD)
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Summary
Build and optimize LLM-based systems for e-commerce supply chain logistics, including RAG, agent workflows, and multimodal understanding.
- Build RAG and knowledge retrieval systems
- Build domain LLM capabilities with post training
- Design multimodal structured understanding for logistics
- Develop agent systems for workflow automation
- Develop large language models for logistics
- Evaluate agents with benchmarks and golden set
- Implement runtime orchestration and memory management
- Optimize inference cost and latency
- Perform regression testing and online feedback loops