Building multi-tenant AI systems with a focus on RAG architecture and agent workflows.
Passionate about performance optimization and open-source contributions.

focus = {
    "current": "Multi-tenant AI SaaS with RAG + Agent",
    "exploring": "LLM optimization, Multi-modal AI",
    "stack": ["Python", "LangChain", "AWS Serverless"]
}

AI/ML   Python · LangChain · LightRAG · OpenAI · Vector Databases
Cloud   AWS Lambda · DynamoDB · Amplify
Tools   Git · Docker · Cursor

Multi-tenant RAG service with isolated semantic retrieval and memory management.
⭐ Recognized by LightRAG author

Python SDK for DeepSeek OCR API with intelligent fallback and batch processing.
📦 Published on PyPI

• LightRAG · Multi-tenant concurrency optimization, 3x performance improvement · #2353 ✓
• MineContext · Windows platform critical bug fix · #214 ✓