A LITTLE ROOM TO THINK

You can pause here.

Let your eyes wander. Unclench your shoulders.
The internet will still be here.

RESEARCH & CLASSROOMS

Make it work.
Then make it understood.

Two connected interests: AI that speaks our languages, and helping people understand what they can build with it.

01 / INDIC VOICE

More ways
to be heard.

Open research on Telugu, Tamil, and Hindi text-to-speech. These are research preprints; the papers include the methods, evaluation scope, and limitations.

Praxy Voice — Gradio demo ↗Live demo of Praxy Voice across Hindi, Telugu, and Tamil. Try the BUPS + LoRA + Config B pipeline end-to-end.Praxy Voice R6 ↗LoRA adapter on Chatterbox's t3 text-token predictor, trained on ~1,220h of licensed Indic audio. Released under Apache-2.0.PSP Native Centroids ↗Native-speaker centroids used by the PSP benchmark to score accent fidelity across Hindi, Telugu, and Tamil.praxelhq/praxy ↗Open-source Indic TTS — Hindi, Telugu, Tamil, English. Includes BUPS romanisation, the LoRA + Config B inference router, and code-mix branch. MIT.praxelhq/psp-eval ↗Reference implementation of the PSP (Phoneme Substitution Profile) benchmark — six interpretable accent dimensions across Hindi, Telugu, Tamil.

02 / PASS IT ON

The classroom
is a workshop.

4,000+ students across product and applied AI. From a two-credit AI for Business course at Masters’ Union to sessions with teams at Adecco, Zomato, and MoEngage.

A full auditorium for a session at Masters’ Union
Understanding grows when you have to explain it.Talk teaching ↗