About
Founder & Director
Muhammad Khubaib Ahmad
AI Research Engineer
Inference Lab exists because most AI work sits on one side of a divide: research that never leaves a notebook, or engineering that ships without rigor. The lab was built to close that gap — treating architecture decisions, evaluation, and deployment as one continuous discipline rather than three handoffs.
Profile
RoleFounder & Director, INFERENCE Lab
LocationMultan, Punjab, Pakistan
ResearchLow-Resource NLP, Speech Intelligence, LLM Engineering, Human Ergonomics
MethodArchitecture-first design, reproducible benchmarks, open release
NetworkHanyang University (Republic of Korea), King Saud University (Kingdom of Saudia-Arabia), EPU Kuwait, Doane University (USA)
Focus areas
Speech & Language IntelligenceLow-Resource NLPLLM EngineeringContrastive LearningApplied ML SystemsMLOps & Deployment
All releases
Models, datasets, and libraries produced by the lab are released openly on GitHub and HuggingFace, versioned and documented for independent reproduction.
github.com/Inference-LAB