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rain-knows/README.md

Hi, I'm Yunpeng Zhang.

I build reliable AI agents and data systems for real business workflows.

Website · Projects

I'm an Information Systems undergraduate in Shanghai, working across AI agents, data engineering, and business software. I like systems where the model handles ambiguity while deterministic code protects money, permissions, and state.

目前专注于把 AI Agent、企业数据与真实业务流程连接起来,并让每个结果都可验证、可追溯。

Selected work

Project What it does Built with
CostGraph Traces manufacturing costs from real purchasing, process, and material-consumption records. Combines deterministic costing with a controllable agent runtime. Python, FastAPI, LangGraph, PostgreSQL, React
RAG Notebook A personal knowledge workspace for notes, cited retrieval, spaced review, and AI-assisted writing. Python, FastAPI, LangChain, ChromaDB, React
Get My Page A full-stack publishing platform with search, caching, object storage, and containerized deployment. Next.js, Spring Boot, MySQL, Redis, Meilisearch

What I'm exploring

  • Reliable agent workflows that are observable, resumable, and auditable
  • RAG systems that preserve sources and expose retrieval evidence
  • Enterprise data integration, manufacturing software, and system design

Working principles

  • Let language models interpret intent; let deterministic services calculate and enforce rules.
  • Keep outputs traceable to source data, tool calls, and explicit assumptions.
  • Treat documentation, tests, and operational visibility as part of the product.

Toolbox

Python · TypeScript · Java · SQL · FastAPI · React · Spring Boot · LangGraph · LangChain · PostgreSQL · MySQL · Redis · Docker

Open to conversations about AI agents, data systems, and manufacturing software.

Pinned Loading

  1. costgraph costgraph Public

    Manufacturing cost analysis workspace with deterministic costing and a LangGraph agent runtime

    Python 1

  2. RAG-notebook RAG-notebook Public

    AI knowledge workspace for notes, cited RAG, spaced review, and writing assistance

    Python 2

  3. get_my_page get_my_page Public

    Full-stack publishing platform with search, caching, object storage, and containerized deployment

    TypeScript 2

  4. approval_system approval_system Public

    Role-based approval workflow system built with React and Spring Boot

    TypeScript 1 2