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Hi there, I'm Brad 👋

class HumanBeing:

    def __init__(self):
        self.name = "Bradley Aldous"
        self.username = ["BradleyAldous"]
        self.pronouns = ["He", "Him"]
        self.role = "MSc Student"
        self.course = "Data Science and Artificial Intelligence"
        self.code = ["Python", "LaTeX", "MATLAB", "HTML", "C++"]
        self.askMeAbout = ["tech", "astrophysics", "cosmology", "music", "movies"]
        self.technologies = {
            "languages" : ["Python", "LaTeX", "MATLAB", "HTML", "C++"],
            "libraries" : ["NumPy", "Pandas", "Matplotlib", "PyTorch", "TorchAudio", "TorchVision"],
            "platforms" : ["Git", "Overleaf", "MSOffice"]
        }
        self.currentFocus = "Researching automatic audio mixing with deep learning architectures"

    def say_hi(self):
        print("Thanks for dropping by, hope you find some of my work interesting.")

me = HumanBeing()
me.say_hi()

I'm currently studying for an MSc in Data Science and Artificial Intelligence at Queen Mary University of London. My MSc project was in automatic studio mixing using Wave-U-Nets (a class of neural network). I have a keen interest in machine learning and neural networks (specifically the intersection of music and AI), but aside from my studies I have a big passion for music production (check out my music on Spotify (and all other platforms): https://open.spotify.com/artist/0xx8ekhHWOOe1cinuFYU5Z?si=h3mGpUZ9SjeiJ6Vj6d8MBw).

I also hold an MSci in Astrophysics, with particular focus on advanced cosmology and dark energy. My project was on modelling the evolution of the universe with varying energy budget proportions.

I'm open to working on any data science or machine learning engineering project.

My Research Interests:

  • Deep Learning
  • Neural Networks
  • AI and Music
  • Theoretical Cosmology
  • The Evolution of the Universe
  • Dark Energy & Dark Matter

I am open to:

  • Collaboration work
  • Machine learning projects (development or research)
  • Research internships

Connect with me:


Brad's github stats


Brad Aldous's Projects

audiolm-pytorch icon audiolm-pytorch

Implementation of AudioLM, a SOTA Language Modeling Approach to Audio Generation out of Google Research, in Pytorch

brudalaxe.github.io icon brudalaxe.github.io

A fully responsive progressive web app that I'm currently working on which will contain an about section, showcase, contact etc.

comparative-profiling-of-ldms icon comparative-profiling-of-ldms

The companion repo for the EuroMLSys '24 paper 'Comparative Profiling: Insights Into Latent Diffusion Model Training' by Bradley Aldous and Ahmed M. Abdelmoniem

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