Data Science & Machine Learning
datarena.app
An end-to-end NHL analytics platform - from raw API to a calibrated xG model and a live app.
Projects
Technical portfolio
Machine Learning
Building a calibrated NHL xG model
A deep-dive on the expected-goals model behind datarena - calibration, temporal validation, and walk-forward scoring.
Data Science & Analytics
2021 NHL Expansion Draft analyzer
Data science app using Python and Streamlit to visualize sentiment from NHL fans and insiders on Twitter.
Data Science & Analytics
Analyzing Twitter sentiment and topics with Python and Streamlit
Data science app built using Python and Streamlit to run a text and sentiment analysis on Twitter data in real-time.
Python Basics
Multi-page scraping Amazon reviews in Python using requests, BeautifulSoup, and Splash
Learn how to build a multi-page python web-scraper for product reviews data
Python Basics
Scraping single-page amazon reviews in Python using requests, BeautifulSoup, and Splash
Learn how to build a single-page python web-scraper for product reviews data
Data Analytics
A simple Streamlit app to analyze Vancouver real-estate listings
Use Python and the Streamlit library to build an app that describes real-estate listings data in the Greater Vancouver Area.