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$
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I will integrate openai or gemini API into your web app
Muhammad Bilal
About this gig
Looking to add real AI capabilities to your existing web application?
I integrate OpenAI, Google Gemini, and Groq LLM APIs into production
systems with clean, maintainable code that performs under 5 seconds
response time.
I have shipped real LLM-powered systems not tutorial projects. These
include an AI code review SaaS using Groq achieving 85% accuracy in
security issue detection, an AI recruitment platform with natural
language candidate search using OpenAI, and an AI interview evaluation
system built on Google Gemini with NLP-based skill extraction.
What I deliver with every order:
- LLM API integration into your existing backend (Node.js, Python, Django)
- Prompt engineering tailored to your exact use case
- Rate limiting, error handling, and secure API key management
- Full source code with detailed comments via GitHub
- Documentation covering every endpoint and function
Common integrations I build:
- RAG chatbot trained on your own data
- Document and PDF data extraction
- AI content or report generation
- Semantic search for your platform
- Streaming responses for real-time output
Get to know Muhammad Bilal
Muhammad Bilal
Full Stack Developer, Shopify Apps, AI Automation and MERN SaaS
- FromPakistan
- Member sinceMar 2024
- Avg. response time1 hour
Languages
English
I build Shopify apps, AI automation workflows and full stack SaaS products for startups and businesses.
Recent work: a Shopify bundling app with Remix and Polaris, an AI interview coaching platform, and an AI code review tool — all shipped to real users.
Stack: MERN, Remix, Prisma, PostgreSQL, OpenAI APIs, Shopify GraphQL and billing API.
Message me before ordering and I will respond within 1 hour.
My Portfolio
FAQ
Do I need to provide my own API key for OpenAI or Gemini?
Yes. You will need your own API key from OpenAI, Google, or Groq. This keeps your costs transparent and your data fully private. If you do not have one yet, I will walk you through the setup process , it takes approximately 5 minutes and is free to start.
Will the integration affect or break my existing application?
No. I build the AI feature as a standalone module or new endpoint. Your existing codebase is not modified unless a change is explicitly required and agreed upon beforehand. I always test on a development environment first before touching anything live.
How fast will the AI responses be inside my application?
Every integration I deliver is optimised for under 5 seconds response time. For a real-time feel, I implement streaming responses so users see output appearing progressively rather than waiting for the full response — the same experience as ChatGPT itself.
What tech stack does my application need to be built in?
I work with Node.js, Express, Python, Django, and React or Next.js on the frontend. If your stack is different, message me before ordering and I will confirm whether I can accommodate it. Most modern backends support AI API integration through a middleware layer regardless of the primary languag
What if my requirements do not fit any of the listed packages?
Message me with your requirements before placing an order. I handle custom scopes regularly. I will review what you need, ask any necessary questions, and send you a custom offer with the correct price and timeline. There is no obligation and I typically respond within a few hours.
