Projects

Research and open-source projects in generative AI, NLP, and Indic language processing.

Research / GenAI

Drut (WIP)

An edge Speech-to-Speech model targeting sub-150ms latency, multilingual (first of its kind), full-duplex interactivity, and native tool calling.

Matra

A custom tokenizer algorithm that outperforms GPT-5, Gemini 3.5 Flash, Gemma-4-31B, Qwen-3.6-MoE, Sarvam-105B, Sutra-v2, and MUTANT (Krutrim-2) across 23 languages, slashing sequence lengths by 70.3% with lowest fertility of 2.06 and highest BPT of 8.90.

Generative AI

Desi Maximalism

Text-to-Image LoRA made from a hand-curated dataset to flawlessly generate the vibrant, nostalgic retro aesthetics of Desi Indian culture that frontier models fail to reproduce.