Working programs, not product categories.
Five active lines of Murai Labs work: a Tamil substrate, a voice-first Tamil serve layer, classical dance motion modeling, nucleic-acid therapeutic ranking, and parameter-efficient adaptation research.
TamilLM
The Tamil substrate: a bilingual foundation model on Mamba 2/3, built so Tamil systems at Murai Labs have a real model to stand on.
Mugil
Voice-first agentic instruct layer on TamilLM, built for the uncle who speaks but never types.
MEIPPATTU
Foundation motion model for Indian classical dance on NVIDIA MotionBricks, Bharatanatyam first.
PINNAL
Audit-traceable ranking for nucleic-acid therapeutics — deciding which antisense-oligonucleotide candidate a lab should synthesize and test first.
MARMAM
Heritable Sparse Mutability Masks: parameter-efficient adaptation research grounded in the UYIR line.