> Hello. You've found a latent space.

> This space is spanned by Dulhan.

I'm an AI/ML PhD student at the University of Oxford where I'm funded by AWS in a doctoral programme called AIMS.

Here, I work on decoding thoughts from brain signals using deep learning in the Parker Jones Neural Processing Lab (PNPL). In the not so distant future, we hope this technology could assist paralysed patients to communicate via low-cost non-invasive brain-computer interfaces (BCIs). In the longer term, it could facilitate a plethora of applications that we are yet to understand.

I tend to explore different areas of research that excite me through internships. I've previously worked on reference-free RL at Meta, long-context reasoning at Google DeepMind, summarisation and LLM-assisted evaluation at Speechmatics, and ML kernel optimisation at Arm.

Feel free to reach out about anything that interests you. I find it difficult to pinpoint exactly what my research interests are beyond wanting make contributions towards solving grand challenges, e.g. BCIs and AGI/ASI. For some clues, you may like to look at my publications.

I'm motivated to explore; "by oceans where none had ventured."