- 🤖 Senior AI Engineer building production-grade LLM systems, not just demos
- 🧠 4+ years experience delivering end-to-end AI platforms (RAG, Agents, OCR, Voice AI)
- 🚀 Built 15+ real-world AI systems handling messy, unstructured, enterprise data
- 🔍 Specialized in RAG architectures, hallucination control, and hybrid retrieval systems
- ⚙️ Strong focus on scalable FastAPI backends, async pipelines, and system reliability
- 📍 Based in Islamabad, Pakistan, delivering high-impact AI ownership globally 🌍.
- 💬 Ask me about RAG failure modes, hallucination mitigation strategies, or designing scalable LLM APIs in production.
💡 I don’t just integrate APIs - I design AI systems that actually work in production.
🏗️ AI Systems Architecture & Backend
🧠 LLM Engineering & RAG Systems
🤖 LLM Providers & Local Models
🔍 Vector Search & Retrieval
📄 Document AI & OCR
🗄️ Databases & Storage
☁️ DevOps & Deployment
⚡ Automation & Workflow
- 🔷 Designing Agentic RAG Systems with self-correction and multi-step reasoning
- 🔷 Building Hybrid Search Pipelines (BM25 + Vector + RRF)
- 🔷 Developing Document Intelligence Systems (PDF → Structured Data)
- 🔷 Handling noisy OCR data and complex layouts
- 🔷 Reducing LLM hallucinations with retrieval + validation layers
- 🔷 Creating real-time AI APIs with streaming responses
- 🔷 Deploying LLM systems on GPU infra (RunPod, local models)
| Project | Description | Tech Stack |
|---|---|---|
| Agentic RAG System | Production-ready Agentic RAG system with self-correction loops, hybrid retrieval (RRF), and multi-tenant architecture. | FastAPI, Gemini, ChromaDB, LangGraph |
| RAG Tutorials | 30+ hands-on implementations covering naive → advanced RAG, hybrid search, reranking, and agent workflows. | Python, LangChain, FAISS |
| Multi-Engine OCR | High-accuracy OCR pipeline combining multiple engines with preprocessing for real-world noisy documents. | Python, Docling, OpenCV |
| Sarah Voice Agent | Real-time conversational AI voice agent with speech-to-speech pipeline and contextual memory. | Python, FastAPI |
| Rahnuma | Urdu conversational AI assistant with custom prompts and localized intelligence. | Python, LLM |