Inference Lab is an applied AI research and engineering organization based in Multan, Pakistan.
We build production-grade AI systems, construct high-quality datasets for underrepresented languages, and publish reproducible research across low-resource NLP, speech intelligence, and AI deployment. Research is conducted with structured team collaboration — defined roles across engineering, data management, annotation, and validation.
We work across three tracks: original research with permanent public releases on HuggingFace and Harvard Dataverse, custom AI system development for real-world deployment, and structured engineering education programs that produce engineers capable of building and shipping AI applications independently.
Published contributions include the two largest curated Roman Urdu NLP corpora, state-of-the-art classifiers for emotion and sentiment recognition, the ECAPA-TDNN-VHE vocal health encoder, and a continuous vocal load monitoring system for occupational deployment. All releases include reproducible pipelines, proper evaluation documentation, and deployable inference code.

INFERENCE Lab

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INFERENCE Lab

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