Abdulrahman Tabaza

Machine Learning Engineer

Biography

Researcher, learner and engineer at heart.

I design and implement search, retrieval, and ranking systems. I take a methodical, systematic research-driven approach to my work.

I am interested and experienced in information retrieval and representation learning.

Resume

"The future depends on some graduate student who is deeply suspicious of everything I have said."

- Geoffrey Hinton

there's a cat in the frame, minor detail, but nontrivial.

Projects

Fairouz: Binding Text, Images, Graphs, and Audio for Music Representation Learning

This is part of my graduation project, we have a publication out here.

You can find the code for the model here.

We also have a demo up here, code for it here.

Music Exploration Tool

A tool that recommends, clusters and classifies music based on audio embeddings.

I have a demo up using my own likes here.

I also wrote some code for the audio embedding aspect of the project that is available here.

Color Palette Geallnerator

A tool that generates color palettes from images by clustering the pixel colors.

I have a demo up for it here.

The code is available here.

My greatest asset as a machine learning engineer is perhaps the wealth of links, papers, blogs, tweets and LinkedIn posts I have saved, and this is one way to share them for my own benefit and others as well.

I have it up on a site that I tried to make look nice here.

Google Sites

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