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Antony-gitau/README.md

Hi, I'm Antony M.!

Machine learning engineer with 4 years experience in research and programming.

Studying AI for science at: University of Cape Town

Twitter: Antony

Here, I document my experiments in developing and deploying algorithms that enable machine to learn and make decision from data.

  • 🔭 I’m currently working on:

    - Development/evaluation of foundation models for downstream task in healthcare and climate.
- Training decentralised ml systems.
- Reinforcement learning.
- Bayesian statistics, maths for ml and probabilistic ai.

  • 🌱 I’m currently learning to implement deep learning algorithms from scratch..like GPT-2, ViT etc

  • 👯 I’m looking to collaborate on ML projects with impact in healthcare and climate.

  • 😄 Pronouns: He/him

🔨 Languages and Tools:

I have used these tools (non exhaustive list) to develop bug-free software that has been published/deployed for real world application.

pytorch tensorflow Python

git


I love connecting with people so if you want to say hi, I'd be happy to hear from you! :)

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  1. data-science-in-healthcare-and-precision-medicine data-science-in-healthcare-and-precision-medicine Public

    Contains exercises from Data Science in Medicine and Stratified healthcare coursera course.

    Jupyter Notebook 4 1

  2. Bsingstad/Heart-murmur-detection-2022-Simulab Bsingstad/Heart-murmur-detection-2022-Simulab Public

    Public repository associated with: "honocardiogram classification using 1-dimensional inception time convolutional neural network"

    Jupyter Notebook 5 2

  3. indaba_2023_documentation indaba_2023_documentation Public

    Talks, practicals, and activities i took part in at Deep Learning Indaba 2023, Accra, Ghana

    Jupyter Notebook

  4. machine_learning_playground machine_learning_playground Public

    contains machine learning mini-projects i have done to horn my skills.

    Jupyter Notebook

  5. physionet-challenge-2024-dsail physionet-challenge-2024-dsail Public

    6 months PhysioNet challenge code -- classifying ECG images

    Python

  6. kaburia/AJA-pose kaburia/AJA-pose Public

    Animal pose estimation.

    Jupyter Notebook 1