I'm an AI & LLM Engineer with 5+ years of experience designing and shipping production-grade AI systems β not demos. My work spans RAG pipelines, multi-agent workflows, LLM fine-tuning, computer vision, and MLOps infrastructure. I care deeply about measurable outcomes: retrieval hit@10, p95 latency, cost-per-request. If I can't measure it, I'm not done.
Currently building agentic AI systems at Turing and contributing to A.Team missions in AI & data science.
- RAG Systems β LangChain + FAISS + Neo4j Vector, deployed on GCP Cloud Run. Turning 3-4 hours of manual document analysis into 2-minute AI-powered answers.
- Multi-Agent Pipelines β Generator-Validator architectures, Plan-Execute frameworks, Think-Act-Observe loops. Agents that are reliable, not just impressive.
- LLM Fine-Tuning β SFT models for code translation and domain reasoning. Taxonomy-aligned training datasets for classification, generation, and reasoning tasks.
- Agentic Evaluation Frameworks β Designed and evaluated 850+ long-horizon trajectories (100β200+ actions each) at Turing. Built QA rubrics that classify outputs into Critical Mistakes, Bad Side Effects, and Misunderstandings.
- Computer Vision β YOLOv8/v5 object detection, OCR pipelines (Tesseract), NER systems achieving 95% OCR accuracy and 90% NER precision.
AI & LLM
Backend & APIs
Databases & Vector Stores
Cloud & DevOps
Frontend
AI Tools I Use Daily
| Project | Description | Stack |
|---|---|---|
| Advisor Insight at Scale | RAG platform for financial Q&A β multi-format ingestion, context-aware retrieval, 30% accuracy improvement | LangChain, FAISS, Neo4j, GCP |
| Creds Creator & Proposal Producer | AI automation suite β Generator + Validator agents, 4hrs β 10min turnaround | GPT-4, Google Slides API, FastAPI |
| Sales Knowledge Center | Real-time data pipeline with live web search for executive insights | Python, LangChain, GCP |
| Multi-tenant LMS Platform | Secure, scalable learning management system for multiple organizations | FastAPI, PostgreSQL, Docker, AWS |
- Remote AI/LLM engineering roles
- Multi-agent and RAG system projects
- LLM evaluation and fine-tuning collaborations
- Computer Vision + NLP hybrid projects
Based in Pakistan π΅π° | Available globally | Fluent in English