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Hi, I’m Lingyi Zhou. I’m an AI Architect and workflow automation expert who designs commercial-grade Multi-Agent Systems, Predictive Analytics, and GenAI solutions. I specialize in transforming complex business requirements into scalable, autonomous AI platforms and bridging the gap between cutting-edge LLM research and production stability. I lead full project lifecycles from architecture to CI/CD in hybrid cloud environments, delivering bespoke AI tools that reduce manual intervention and enhance business decision-making. I focus on agentic workflows and data-driven automation that unlock real value for organizations.…Hi, I’m Lingyi Zhou. I’m an AI Architect and workflow automation expert who designs commercial-grade Multi-Agent Systems, Predictive Analytics, and GenAI solutions. I specialize in transforming complex business requirements into scalable, autonomous AI platforms and bridging the gap between cutting-edge LLM research and production stability. I lead full project lifecycles from architecture to CI/CD in hybrid cloud environments, delivering bespoke AI tools that reduce manual intervention and enhance business decision-making. I focus on agentic workflows and data-driven automation that unlock real value for organizations.

Lingyi Zhou

AI Engineer, Architect, Data Scientist, +2

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Hi, I’m Lingyi Zhou. I’m an AI Architect and workflow automation expert who designs commercial-grade Multi-Agent Systems, Predictive Analytics, and GenAI solutions. I specialize in transforming complex business requirements into scalable, autonomous AI platforms and bridging the gap between cutting-edge LLM research and production stability. I lead full project lifecycles from architecture to CI/CD in hybrid cloud environments, delivering bespoke AI tools that reduce manual intervention and enhance business decision-making. I focus on agentic workflows and data-driven automation that unlock real value for organizations.…Hi, I’m Lingyi Zhou. I’m an AI Architect and workflow automation expert who designs commercial-grade Multi-Agent Systems, Predictive Analytics, and GenAI solutions. I specialize in transforming complex business requirements into scalable, autonomous AI platforms and bridging the gap between cutting-edge LLM research and production stability. I lead full project lifecycles from architecture to CI/CD in hybrid cloud environments, delivering bespoke AI tools that reduce manual intervention and enhance business decision-making. I focus on agentic workflows and data-driven automation that unlock real value for organizations.

Available to hire

Hi, I’m Lingyi Zhou. I’m an AI Architect and workflow automation expert who designs commercial-grade Multi-Agent Systems, Predictive Analytics, and GenAI solutions. I specialize in transforming complex business requirements into scalable, autonomous AI platforms and bridging the gap between cutting-edge LLM research and production stability.

I lead full project lifecycles from architecture to CI/CD in hybrid cloud environments, delivering bespoke AI tools that reduce manual intervention and enhance business decision-making. I focus on agentic workflows and data-driven automation that unlock real value for organizations.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Language

English

Fluent

German

Intermediate

Work Experience

AI Engineer (Core Developer & System Designer)

September 1, 2025 - Present

Led architecture and development of intelligent workflow automation solutions and enterprise CRM systems for diverse clients in the ecological credits market. Engineered an enterprise-grade CRM and automation stack using Next.js 16, TypeScript, and Supabase; built real-time bi-directional data sync across HubSpot CRM, WordPress, Supabase, and SharePoint with n8n for procurement intelligence that reduced manual review time by 80%. Built a private Graph RAG knowledge base using open-source RAGFlow to process internal data, extract layouts from financial tables, and enable citation-grounded, hybrid search. Architected an Agentic Workflow for tender processing to parallelize review and polish tasks, tripling team throughput while maintaining high accuracy.

AI Software Developer (Full-time) - Module Lead for AI-Driven Simulation & Automation Platform (Multi-Agent)

July 1, 2024 - June 30, 2025

Led the development of 'AI City' in Beijing, evolving pure LLMs into a visual multi-agent simulation platform with integrated RAG knowledge bases and user interactions via chatbot interfaces. Implemented 10+ agent types using MCP and LangGraph, optimized host-agent coordination and multi-step task delegation. Delivered core intelligence layer and a workflow orchestration engine to transform user requests into multi-step agent workflows, including a ToolRouter pattern for parallel tool execution and error recovery.

AI Software Developer (Module Lead) - Graph RAG & Predictive Analytics

January 1, 2023 - June 30, 2024

Led the Graph RAG & Predictive Analytics module for enterprise automation solutions used by 100+ company clients. Designed a cloud-native backend with FastAPI-like streaming REST APIs, implemented LangChain/LangGraph-based retrieval, and established CI/CD in hybrid Azure/on-prem Kubernetes. Built a zero-shot LLM extraction service with JSON Schema validation and HITL workflow.