AI ENGINEERING · PAKISTAN
AI Engineering
Freelance full-stack developer in Pakistan, based in Gujranwala — fixed scope, written timeline, daily updates.
I engineer AI features for products: connecting language models to the right data, shaping the interface around real user tasks, and adding the controls needed to operate the feature responsibly.
This portfolio includes an LLM assistant that answers from my résumé through a serverless API with model fallbacks. It is a practical example of the integration work behind an AI feature, from the user interface through the application layer.
For product teams in Pakistan and beyond, I scope the feature around a measurable task, document its limits, and use the smallest suitable technical approach rather than adding AI where it does not help.
What's included
LLM feature integration
Product interfaces and application logic that connect an AI capability to a clear user task.
Retrieval over your data
Document retrieval and context assembly designed to ground responses in the information your product provides.
Streaming & fallback UX
Interfaces that handle incremental responses and sensible failure states instead of treating model output as guaranteed.
Evaluation-minded delivery
A scoped approach to checking outputs, costs, and limits before an AI feature becomes part of a user workflow.
Who this is for
- —Teams adding a useful AI capability to an existing product
- —Businesses exploring grounded document search or assistance
- —Startups that need an AI feature integrated into a web application
- —Founders who want clear scope and honest limits for AI work
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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