Work and Projects
Analytics case studies, machine learning work, and technical course material collected in one place.
Portfolio Projects
The following is a collection of my analytics case studies, machine learning work, and technical course material. Each project includes a detailed write-up of the problem statement, data exploration, modeling approach, and results. Feel free to explore the projects and reach out if you have any questions or would like to collaborate!
Adventureworks B2C Sales Analysis
Data pipeline I built to process and model large-scale e-commerce data.
E-commerce Sales Analysis
Interactive business intelligence dashboard designed to track E-commerce sales performance and customer behavior.
Credit Default Prediction
Classification model I trained to proactively detect credit default risks.
Customer Churn Prediction
Classification model I trained to proactively detect customer churn.
Crash Courses
In addition to the projects above, I have also created a series of crash courses on various analytics and machine learning topics. These courses includes Power BI, SQL, Plotly Dash, Portfolio Website Development, and more. You can click to explore the courses and build your skills in these areas!
Build Portfolio Website with Astro
Step-by-step guide to building a modern portfolio website using Astro.
Power BI Essentials
Learn the fundamentals of Power BI for data visualization and business intelligence.
Excel for Data Analysis
Learn how to use Excel for data analysis and visualization.