Data Science

Biography

I'm a Machine Learning Engineer focused on developing search, retrieval, and ranking systems.

I take a methodical, research-driven approach to my work and am passionate about continuous learning.

My expertise centers on information retrieval and representation learning, areas where I constantly seek to expand my knowledge and capabilities.

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

Resume

Google Scholar

Project Gallery (Highlights)

Fairouz: multimodal joint embeddings 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 Generator

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.

GenAI Interview Questions

This is a markdown file that I plan to work on and make it my legacy after I die. It'll be my forever ongoing project.

It's a resource collective for Generative AI, it has interview questions, answers, and LOTS of references for learning.

My greatest asset as a MLE is perhaps all the 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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