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I'm an Applied Scientist at Afresh working on reducing food waste, a huge contributor to climate change, by using machine learning to help grocery stores optimize their inventory management and ordering decisions.

Before that I received my PhD in Computational Earth, Atmospheric, and Planetary Sciences from MIT where I worked at the intersection of climate science and scientific machine learning. As part of the Climate Modeling Alliance I developed Oceananigans.jl, a fast and flexible next-generation ocean model written in Julia that runs on GPUs, and used it to train machine learning models of geophysical turbulence and simulate all kinds of fluid dynamics.

And before that I received my MS and BS in Physics from the University of Waterloo where I used ultrashort pulse lasers and synchrotrons to make movies of molecular dynamics.

You can find out more about me and read my blog/ramblings on my personal website: http://aliramadhan.me/

Ali Ramadhan's Projects

atmosfoolery.jl icon atmosfoolery.jl

Compressible non-hydrostatic model built on top of Oceananigans.jl so it runs on CPUs and GPUs

bayesianparameterizations.jl icon bayesianparameterizations.jl

Joint Bayesian model selection and parameter inference for PDEs, and hopefully also for climate model parameterizations.

cmocean icon cmocean

Colormap setup for standardizing commonly-plotting oceanographic variables.

conda.jl icon conda.jl

Conda managing Julia binary dependencies

cs50-sql icon cs50-sql

Solutions to the problem sets from CS50’s Introduction to Databases with SQL.

diffeqflux.jl icon diffeqflux.jl

Universal neural differential equations with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods

discontinuousgherkins.jl icon discontinuousgherkins.jl

Learning the basics of discontinuous Galerkin numerical methods for solving partial differential equations in Julia.

documentercitations.jl icon documentercitations.jl

DocumenterCitations.jl uses Bibliography.jl to add support for BibTeX citations and references in documentation pages generated by Documenter.jl.

era5-movies icon era5-movies

Generating movies of ERA5 data to project onto a sphere.

gen icon gen

A general-purpose probabilistic programming system with programmable inference

geodata.jl icon geodata.jl

Standardising geospatial data in the Julia language

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