AI / LLM DEVELOPER · PAKISTAN
AI & LLM Integration
Freelance full-stack developer in Pakistan, based in Gujranwala — fixed scope, written timeline, daily updates.
AI features that survive contact with real users require engineering, not prompt luck. I integrate large language models into products the production way: retrieval-augmented generation over your data, streaming responses, cost controls, evaluation, and graceful failure.
I've shipped this in production — this portfolio runs an LLM assistant trained on my résumé, streaming over a serverless API with automatic model fallbacks. I work with OpenAI, Gemini, and OpenRouter ecosystems, and I'll pick the smallest model that hits your quality bar, because token bills compound.
Whether it's a support assistant, document search, or workflow automation, you get features that are measurable, observable, and honest about their limits.
What's included
RAG pipelines
Chunking, embeddings, and vector search over your documents and data, so answers cite your truth instead of hallucinating.
Chat & assistant UX
Streaming interfaces, conversation memory, and moderation — the difference between a demo and a feature users trust.
Cost & quality controls
Model routing, response caching, evaluation suites, and token budgets so quality stays up while cost stays predictable.
Automation
Structured extraction, classification, and workflow triggers that turn unstructured text into actions in your product.
Who this is for
- —SaaS products adding AI features users will actually pay for
- —Teams automating document-heavy operations
- —Businesses that need a private assistant over their own data
- —Products burned by unreliable AI demos
Stack
How it works
- 01Discovery call 20 MIN · FREE
Understand the problem and the outcome you need.
- 02Scope & quote WITHIN 24 HOURS
Written scope, timeline, fixed price.
- 03Build 1 DAY – 3 WEEKS
Daily updates and a live preview link.
- 04Launch & handoff 14 DAYS FREE FIXES
Deployed, documented, fully yours.
Related work
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