• Welcome

    I'm a Machine Learning Engineer currently based in Abu Dhabi (UAE) with several years of experience working with business partners on various research and commercial projects. I am fluent in Python, R, SQL, and certified in Tableau. My passions include Data Science, Machine Learning, and Robotics.

  • ONLINE Profiles

    Data science projects and op-ed articles

    GitHub

    Towards Data Science

    Tableau

    LinkedIn

    Kaggle

    The Conversation

  • Projects

    A selection of data science projects I've worked on

    Building an Employee Churn Model in Python to Develop a Strategic Retention Plan

    Machine Learning Project

    • Build a Supervised Learning model to predict Employee Churn, and use Employee Segmentation to create a Strategic Retention Plan (link)

    Home Credit Default Risk: Predicting Loan Default

    Machine Learning Project

    • Performed EDA, feature engineering, and pre-processing on large customer datasets to use historical loan application data to predict whether or not an applicant will be able to repay a loan (link)

    Creating Customer Segments/Clusters

    Unsupervised Learning Project

    • Applied unsupervised learning techniques on product spending data collected for customers of a wholesale distributor to identify customer segments hidden in the data (link)

    Deep Learning Classifier using TensorFlow

    Deep Learning Project

    • Built Deep Learning models to identify canine breed given an image of a dog. Convolutional Neural Networks architectures were built using Transfer Learning with pre-trained ResNet-50 (link)

    Train a Quadcopter How to Fly using RL

    Reinforcement Learning Project

    • Designed an AI agent to fly a quadcopter, and then trained it using reinforcement learning algorithms (link)
  • Education / certificates

    The Australian National University

    Doctor of Philosophy (Ph.D.)

    Bachelor of Engineering (Hons)

    Mechatronics Engineering

    Udacity

    Machine Learning Engineer Nanodegree
    Data Analyst Nanodegree

    Tableau

    Tableau Desktop Qualified Associate Certification

  • causes I believe in

    Organisations I support currently or have supported in past projects

    Non-profit organization that allows people to lend money via the Internet to low-income entrepreneurs and students in over 80 countries.

    Independent, not-for-profit media outlet that publishes articles authored by academics.

    Australian non-profit aiming at improving the quality of life of disadvantaged communities through education and the implementation of sustainable engineering projects.

    Australian, independent, not-for-profit, secular, community-based aid and development organisation, and an affiliate of Oxfam International.

  • Contact Me! 

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