Khalik

Project-based on-site engagement delivering a multi-agent RAG prototype and enterprise workflow tooling; standardized retrieval and task-routing; delivered MCP service layer blueprint; architecture recommendations for next-stage production implementation.

On-site delivery of a multi-agent RAG prototype with a graph-based knowledge architecture and external API integration for enterprise workflows. Standardized enterprise retrieval and task-routing workflows; delivered MCP service layer blueprint for specialized agents; completed the technical validation milestone and finalized architecture recommendations for next-stage production implementation.

Local AI engineering experience in Suzhou, China with cross-cultural delivery in production teams. 10+ years in automation and AI engineering, recently focused on LLM, RAG, multi-agent systems, and time-series forecasting. Strong track record turning research-grade ideas into production systems with observability, scalability, and cost control. Open to relocation to any city in China and available for remote work from Suzhou.