Yilin Bao

Machine Learning Engineer (Llm) @Sheltered.Ai

Responsible for some few-shot learning tasks, reproducing larger datasets through seed samples, used to fine-tune LLM or fix its communication format.Built a Twilio-based telephone AI system with custom workflow using LangGraph, integrated LLMs, and supported ETL for PDF, JSON, and multi-dimensional tables with Pydantic. Providing React.js and Material-UI (MUI) user interface for customer NPOsDeployed and versioned LLMs via Docker, vLLM, and LangServe, used FAISS for vector DB, and integrated AI capabilities into SaaS via Gradio and FastAPI.Partnered with 10+ shelters in Charlotte (incl. Roof Above) and New York (serving people daily), streamlining service integration and negotiate legal details.