AI Engineer | RAG Specialist | Agentic Systems Architect
With 3+ years building enterprise-scale AI solutions, I specialize in retrieval-augmented generation (RAG), model optimization, and agentic architectures. Currently a Founding AI Engineer at 108-AI and a significant Hugging Face contributor (15+ models, 10k+ downloads), I'm passionate about advancing AI technologies that deliver measurable business impact.
📍 Islamabad, Pakistan | 📧 [email protected] | 🔗 LinkedIn | 💻 GitHub | 🐦 Twitter
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Dynamic Conversational AI Agent
Engineered an Azure-based system that intelligently switches between API calls and RAG generation, reducing latency by 30% while maintaining 90% task completion accuracy. -
Evidence-Based QA System
Built a high-fidelity system with self-correction mechanisms for legal/financial domains, achieving 90% factual consistency in responses. -
Scalable Agentic RAG Framework
Designed a sophisticated hybrid retrieval strategy (BM25, dense vectors, RRF re-ranking) that improved search relevance by 30% compared to vector-only approaches. -
GraphRAG-Inspired Document Processing
Implemented context-preserving document chunking with regex-driven segmentation and graph-based linking for enhanced contextual understanding. -
Llama-4 iRope Implementation
Implemented iRoPE (Interleaved Rotary Position Embeddings) to enhance transformer models' long context handling capabilities.
- Founding AI Engineer at 108-AI (Aug 2024 - Present)
- Machine Learning Engineer at GenerexAI (Oct 2021 - Jul 2023)
- Core AI: Machine Learning, Deep Learning, NLP, Reinforcement Learning, LLMOps, Prompt Engineering, RLHF
- Frameworks: PyTorch, TensorFlow, Hugging Face Transformers, LM Evaluation Harness
- Languages & Libraries: Python, Pandas, NumPy, Weights & Biases
- Cloud & DevOps: AWS, Microsoft Azure, GCP, Docker, MLOps
- Specializations: Retrieval-Augmented Generation (RAG), Vector Databases, Agentic Systems
National University of Science and Technology, Islamabad, Pakistan
B.E Software Engineering (GPA: 3.81)
I'm dedicated to creating AI systems that bridge the gap between cutting-edge research and practical business applications. I regularly share insights on AI advancements and best practices—connect with me to join the conversation!