AI reasoning & retrieval
RAG, embeddings, semantic search, reranking concepts, LLM integration, evaluation and hallucination awareness.
MAHEEN HAMID / AI ENGINEERBuild intelligence.
Build intelligence.
Deliver a product.
I connect retrieval, agent workflows and backend APIs with interfaces people can use. I’m looking for a team that cares about what happens after the demo.
Sialkot, Pakistan · Remote & international opportunities preferred
The person behind the systems.Curious mind. Practical engineering.
WHAT I CAN CONTRIBUTE
Across the AI product stack.
Retrieval systems, assistants, agent workflows and the APIs and interfaces that make them useful.
Agentic workflows
LangGraph, multi-agent workflows and prompt engineering.
Full-stack product engineering
React, Next.js, TypeScript, Python, FastAPI, ASP.NET Core Web API and REST APIs.
Systems & infrastructure
Docker, Git, Linux / WSL, API boundaries, PostgreSQL, Qdrant and Redis familiarity.
PROJECT EVIDENCE / WUKALA-GPTAI connected to
AI connected to
the rest of the product.
My Wukala-GPT work connects retrieval pipelines and agent workflows with APIs, authentication and an AI service. The listed architecture brings React, ASP.NET Core, FastAPI and vector search into a document-grounded legal AI application.
Explore the architectureHOW I APPROACH THE WORK
- 01Understand the user and the information the system needs.
- 02Define retrieval, API and interface boundaries.
- 03Build the complete path, including loading and failure states.
- 04Check answer quality and the experience around it.
WAYS TO WORK TOGETHER
Find the right starting point.
Full-time roles
AI engineering with retrieval, agents and backend services at the center.
Start a conversationInternships
Hands-on product work, thoughtful feedback and room to build deeper engineering judgment.
Start a conversationSelected project work
Well-scoped assistants, RAG workflows, AI-enabled interfaces and API integrations.
Start a conversationHAVE A ROLE IN MIND?Bring the requirements.
Bring the requirements.
Let’s find the connection.
The Matcher compares a role with my documented skills and projects, then identifies the evidence and the areas to discuss.