Hi, I’m Jordan — I build models that tell you why, not just what.
I’m a self-taught data scientist based in Kitchener–Waterloo who spends most of my time turning messy transaction and sensor data into predictions people can act on — then I write about how I got there.
Selected work 03 of 05
Water Main Break Prediction
The Water Main Break Prediction is a web application which predicts the probability of water main breaks for the municipality of Kitchener-Waterloo. It is made using Streamlit and deployed on Heroku.
Instacart Market Basket Analysis
This project applies Market Basket Analysis on the Instacart Online Grocery Shopping dataset using Databricks, Spark, and Spark SQL, ingests data through an ETL pipeline, performs exploratory analysis and employs machine learning with PySpark and Scala to discover frequent itemsets, informing purchase recommendations.
DoorDash Delivery Duration Prediction
The aim of this project is to predict the delivery duration of DoorDash orders. The model is trained on deliveries made in 2015 and utilizes classical regression techniques as well as boosted tree regressors.
Latest writing
Sample Blog Post
Sample blog post higlighting the potential for great blog posts.