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Name: Michael Kingston

Type: User

Bio: Data scientist merging expertise in manufacturing & executive management with a zeal for solving complex problems using code, math, and innovation.

Twitter: Michael79436029

Location: Brisbane, Australia

👋 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.

🎓 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

💼 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.

🏆 Achievements

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

🛠 Skills

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

📫 Get In Touch

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

Email: [email protected]
LinkedIn: Michael Kingston
Kaggle Profile: View my Kaggle achievements and contributions here

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

Michael Kingston's Projects

apl_aws

arbitrage

scaffold for scraping amazon and taobao to find opportunities for arbitrage

awesome-fastai

A curated list of awesome fastai projects/blog posts/tutorials/etc.

aws-fleet-predictive-maintenance

Predictive Maintenance for Vehicle Fleets

big_data_management

code associaited with ZZEN9313

condition_monitoring

deep learning for condition monitoring

decision_trees

study of decision trees

electricity_demand_forecasting

initial commit

fastbook

The fastai book, published as Jupyter Notebooks

feedback_prize_2

feedback prize 2 kaggle competition

feedback_prize_pytorch

starting over

game_theory

exploring game theory

jetbot

An educational AI robot based on NVIDIA Jetson Nano.

kaggle_hms_harmful_brain_activity

Kaggle competition to analyse brain waves from EEG.

kaggle_leap_atmospheric_physics

Kaggle LEAP competition 2024

lambda-ec2-ecs-comparison

building on Illia's idea, and turning it into a comparison of lambda performance using the Rust SDK vs boto3, the Python SDK

linkedin-skill-assessments-quizzes

Full reference of LinkedIn answers 2021 for skill assessments, LinkedIn test, questions and answers (aws-lambda, rest-api, javascript, react, git, html, jquery, mongodb, java, Go, python, machine-learning, power-point) linkedin excel test lösungen, linkedin machine learning test