Muhammad Mahwiz Khalil

Building AI for languages the world forgot to teach its machines

About

I'm an AI engineer and researcher based in Karachi, Pakistan, working on low-resource language models — primarily Urdu, Sindhi, and Pakistani NLP. My focus is speech synthesis, automatic speech recognition, and large language models for languages that have been systematically underserved by the field.

I work at the intersection of audio ML, LLMs, and RAG systems. Currently building at Proxima AI and 2DamnWav. 33 models and 25 datasets published on HuggingFace.

Research & Writing

Nested Learning — Uniform Structure
Nested Learning — Gradient Flow
Nested Learning — Frequency Levels
Nested Learning — Architecture

Selected Work

Models

Datasets

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