Production-Ready AI Agent or RAG MVP by Sijie ZhangProduction-Ready AI Agent or RAG MVP by Sijie Zhang
Production-Ready AI Agent or RAG MVPSijie Zhang
Cover image for Production-Ready AI Agent or RAG MVP
Turn a focused AI product idea into a working, production-minded MVP.
I will design and build an AI agent or RAG application around one clearly defined business workflow. The system will be structured for reliability, maintainability, and future iteration—not just as a fragile demo.
A typical engagement can include:
• Technical architecture and implementation plan • AI agent or RAG workflow • Tool calling and external API integrations • FastAPI backend and structured data storage • Prompt and retrieval pipeline design • Basic evaluations, logging, and error handling • API documentation and deployment guidance • Source code and technical handover
The standard scope covers one primary workflow and up to two external integrations. We will confirm the exact deliverables and success criteria before development begins.
Ideal for startups and product teams validating an AI assistant, internal automation tool, research workflow, or vertical AI product.
FAQs

Starting at$1,200
Duration2 weeks
Tags
Python
TypeScript
AI Automation
Fullstack Engineer
Service provided by
Production-Ready AI Agent or RAG MVPSijie Zhang
Starting at$1,200
Duration2 weeks
Tags
Python
TypeScript
AI Automation
Fullstack Engineer
Cover image for Production-Ready AI Agent or RAG MVP
Turn a focused AI product idea into a working, production-minded MVP.
I will design and build an AI agent or RAG application around one clearly defined business workflow. The system will be structured for reliability, maintainability, and future iteration—not just as a fragile demo.
A typical engagement can include:
• Technical architecture and implementation plan • AI agent or RAG workflow • Tool calling and external API integrations • FastAPI backend and structured data storage • Prompt and retrieval pipeline design • Basic evaluations, logging, and error handling • API documentation and deployment guidance • Source code and technical handover
The standard scope covers one primary workflow and up to two external integrations. We will confirm the exact deliverables and success criteria before development begins.
Ideal for startups and product teams validating an AI assistant, internal automation tool, research workflow, or vertical AI product.
FAQs

$1,200