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mkingopng/README.md

πŸ‘‹ Hi, I'm Michael Kingston!

Accomplished Data Scientist and Enthusiastic Machine Learning Practitioner

With over 5 years of hands-on experience in machine learning, AI, data mining, and predictive modeling, I am passionate about leveraging data science to drive positive real-world outcomes. My career spans across significant contributions in financial services, manufacturing, and retail sectors, integrating data-driven solutions with business operations to deliver measurable results.

🌟 What I Do

  • Machine Learning & Deep Learning: Crafting models that predict and analyze with precision, from enhancing financial services to optimizing manufacturing processes.
  • Cloud Computing Solutions: Expertise in AWS services (S3, DynamoDB, Lambda, API Gateway, ECS, Fargate), creating scalable, efficient data storage and retrieval systems.
  • Data Visualization & Analytics: Utilizing Python (Plotly) and Power BI to turn complex datasets into actionable insights.
  • Natural Language Processing & Computer Vision: Developing tools for real-time data analysis, enhancing user engagement and operational efficiency.

πŸŽ“ Education

  • MSc in Data Science, University of New South Wales (In Progress)
  • Master of Economics, Griffith University
  • Graduate Diploma in Chinese language, Beijing Foreign Studies University
  • Bachelor of International Economics (1st Class Honors), Griffith University
  • Bachelor of Arts, Griffith University

πŸ’Ό Professional Experience

From leading development projects at ZeroW Health & Leisure to enhancing data analytics capabilities at Deloitte Financial Advisory, my career is marked by innovation, leadership, and the successful implementation of advanced data solutions.

πŸ† Achievements

  • Kaggle Competitions: Top 0.003% global rank, with multiple medals in Open Competitions.
  • AWS Certified Developer: Demonstrating proficiency in cloud-based solutions.

πŸ›  Skills

  • Languages: Python, SQL, R
  • Technologies: AWS, Azure, Git, GitHub Actions, Pytest
  • Specializations: Machine Learning, AI, Data Modeling, Time Series Forecasting

πŸ“« Get In Touch

Interested in collaborating on projects that challenge and excite. Let's connect and explore how we can make a difference together!

Let's innovate and push the boundaries of what's possible!

Pinned Loading

  1. palm_olein palm_olein Public

    analysis and forecasting of palm olein price and market dynamics

    Jupyter Notebook

  2. condition_monitoring condition_monitoring Public

    deep learning for condition monitoring

    Python

  3. feedback_prize_pytorch feedback_prize_pytorch Public

    starting over

    Python

  4. kaggle_hms_harmful_brain_activity kaggle_hms_harmful_brain_activity Public

    Kaggle competition to analyse brain waves from EEG.

    Jupyter Notebook

  5. kaggle_LEAP_atmospheric_physics kaggle_LEAP_atmospheric_physics Public

    Kaggle LEAP competition 2024

    Jupyter Notebook

  6. electricity_demand_forecasting electricity_demand_forecasting Public

    initial commit

    Jupyter Notebook