About Me

I am currently a PhD student in Mechanical and Aerospace Engineering at Nanyang Technological University (NTU), working in collaboration with the A*STAR Singapore Institute of Manufacturing Technology (SIMTech). My research focuses on developing AI-driven solutions for advanced manufacturing, spanning Large Language Models (LLMs), Vision-Language Models (VLMs), knowledge graphs, and multi-agent systems to enable intelligent decision-making in digital manufacturing.

I hold a BSc in Mechanical Engineering from UET Lahore, graduating with four gold medals and the highest distinction. I was awarded the A*STAR SINGA Scholarship to pursue my doctoral studies at NTU.

My current work focuses on bridging AI and manufacturing intelligence, building scalable pipelines that connect vision, language, and structured data for real-world impact.

Professional Experience

• Developed algorithms for automatic feature recognition in 3D CAD models using Graph Convolutional Neural Networks
• Built AI pipelines integrating object detection and optical character recognition (OCR) for structured information extraction from engineering drawings
• Fine-tuned VLMs for automated 2D engineering drawing interpretation and structured knowledge extraction
• Designing RAG pipelines and integrating Neo4j-based knowledge graphs with LLMs
• Developing LLM-based multi-agent frameworks for autonomous process planning and decision-making