I'm an ML Engineer working across machine learning, data, Python, and developer tools.
- Creator of Indic Subtitler, making subtitle generation more accessible across Indian languages.
- Builder of Malayalam speech models, including Vegam-whisper and MalWhisper.
- Maintainer of whisper-normalizer, a text-normalization package with more than 5 million downloads.
- Open-source contributor to Swathanthra Malayalam Computing, FOSSASIA, Keras, DVC, Hugging Face, fast.ai, and CloudCV.
I work across Python, machine learning, data, and developer tools—with a soft spot for projects that make capable technology more useful in the languages people speak every day.
I enjoy sharing what I learn and meeting fellow builders. I've spoken at PyCon India, FOSSASIA Summit, TensorFlow User Group India Summit, DebUtsav, and community events across Kerala. Browse my talks or writing for the longer version.
“അണ്ണാൻ കുന്നിനും തന്നാലാവത്”
A Malayalam proverb: even a squirrel does what it can. I take it as a reminder to do my best with the abilities I have.





