I am an AI Engineer specializing in Enterprise-grade Generative AI and AI Agent orchestration. With extensive experience in landing LLM capabilities into production environments, I bridge the gap between cutting-edge AI research and robust, scalable software engineering.
- Multi-Agent Orchestration: Designing collaborative workflows where autonomous agents solve complex, multi-step business logic.
- Agentic Frameworks: Expert in Prompt Engineering, Tool/Function Calling design, and building Task-Oriented Agents.
- Production RAG: Integrating Large Language Models with domain-specific knowledge bases and existing business systems to eliminate hallucinations.
- Languages: Polyglot developer proficient in Python (AI/LLM logic) and Java (Enterprise-grade backend services).
- Infrastructure: Seasoned in Docker containerization and Kubernetes (K8s) for orchestration, deployment, and maintenance.
- Lifecycle: Full-lifecycle delivery from initial abstraction of business flows to stable production operation using Git-based CI/CD.
| Category | Tools & Technologies |
|---|---|
| AI / LLM | LangChain, LangGraph, AutoGen, OpenAI API, Vector DBs (Milvus/Pinecone) |
| Backend | Python (FastAPI, Flask), Java (Spring Boot, Microservices) |
| Cloud & DevOps | Docker, Kubernetes (K8s), CI/CD, Linux, Shell Scripting |
| Data & Tools | Git, PostgreSQL, Redis, RabbitMQ |
- Areas of Interest: Autonomous Agents, LLMOps, Cloud-Native AI Architecture.
- Email: huyueeer@163.com
