I will integrate ai features like chatgpt or gemini api into your web app


About this gig
Want AI-powered features in your web app without hiring a full AI team?
I integrate OpenAI (GPT-4/GPT-4o), Google Gemini, and other LLM APIs into your React, Node.js, or MERN app turning it into a smart tool your users will love.
Done in production before: an AI content generator using the Gemini API, with multi-model fallback, retry logic, and rate limiting reliable under real traffic, not just a demo.
WHAT I INTEGRATE
- AI chatbots & assistants (OpenAI, Gemini, Claude)
- AI text/content generation
- AI-powered search & recommendations
- Document/PDF analysis with AI
- Custom prompt engineering
- Multi-model fallback systems
- Rate limiting & cost-control logic
- Streaming AI responses (real-time typing)
TECH:
React, Node.js, Express, MongoDB, OpenAI API, Gemini API, REST APIs
MY PROCESS:
- Understand your app + AI feature
- Design integration (structure, fallback, cost control)
- Build & test with real prompts and edge cases
- Deliver clean, documented, production-ready code
WHY ME:
- Real production experience, not tutorials
- Clean code, proper error handling
- Honest scope, no surprise costs
Message me with your app and the AI feature you want happy to advise before you order.
Get to know Ali H
MERN Bug Fix in 24H, React Node MongoDB AI
- FromPakistan
- Member sinceJun 2026
Languages
Urdu, English
My Portfolio
FAQ
Do I need my own OpenAI/Gemini API key?
Yes, you'll need your own API key since usage is billed directly to you by OpenAI/Google. I'll guide you through getting one if you don't have it.
Can you build a custom chatbot from scratch, not just integrate an API?
Yes — I can build a full custom chatbot UI plus backend logic, not just wire up an existing one. Message me with details for an accurate quote.
What if my AI feature idea doesn't fit these packages?
Message me before ordering — I'll review your requirements and recommend the right scope or a custom offer.
Will the AI integration work reliably in production, not just for a demo?
Yes — I build in fallback handling, retry logic, and rate limiting by default so the feature doesn't break under real usage or hit API limits.

