Programs
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.
Long Horizon · Substrate
Open program
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.
Long Horizon · Serve
Open program
முகில்
Mugil
Voice-first agentic instruct layer on TamilLM, built for the uncle who speaks but never types.
Long Horizon
Open program
மெய்ப்பாட்டு
MEIPPATTU
Foundation motion model for Indian classical dance on NVIDIA MotionBricks, Bharatanatyam first.
Applied
Open program
PINNAL
Learned ranking platform for nucleic-acid therapeutics using Perceiver IO and cooperative LoRA fusion.
Research
Open program
மர்மம்
MARMAM
Heritable Sparse Mutability Masks: parameter-efficient adaptation research grounded in the UYIR line.