Projects
Research projects below; products currently in process at the top — watch this space.
Arabic LLMs — bridging graphemes and phonemes with an agentic pipeline.
Developing large language model methods for Arabic that bridge the gap between graphemes and phonemes, coupled with an agentic system that orchestrates the pipeline. In active development with Zahraa Hashemi.
> allocating name…
> compiling scope…
> ETA: soon
38% — details to be announced
Natural language in, ocean simulations out.
An LLM/RAG system that queries MITgcm documentation, edits model code, and executes simulations through conversational commands.
Vortex-in-cell dynamics on the sphere.
A vortex-in-cell model for quasi-geostrophic shallow-water equations over spherical geometry — PV conservation as a first-class diagnostic.
Sequence alignment at GPU speed.
Parallel Needleman–Wunsch on CUDA and the Octopus HPC cluster: reduction trees, stencils, thread coarsening, occupancy tuning.
