Cavelight is an AI application company focused on education, finance, and enterprise services.
As co-founder and CTO, I work on product architecture, engineering delivery, team building, and the bridge between LLM capability and production workflows.
Product directions
- Luminous Claw: a general-purpose AI assistant for retrieval, generation, and workflow orchestration.
- AI Teacher Assistant: a teaching and school operations assistant for education scenarios.
- Risk Management Platform: contract review, bid comparison, risk assessment, and enterprise monitoring.
- Chengban: an AI companion for pregnancy and postpartum organization.
- NeuroPlay: an interactive CNN teaching competition system with leaderboards and heatmap visualization.
Engineering work
The work includes product design, infrastructure, RAG systems, multi-agent workflows, data governance, deployment, and reliability for real users rather than isolated demos.