Greg Lankenau

Not Your Ordinary Data Scientist

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Projects

Welcome to my data science portfolio! Each project listed below contains a link to an individual project page with a more in-depth description.

TL;DR

Short on time? Try these first:


Poker Visualization

Tableau dashboard and workbook to visualize poker player strategies and statistics for better decision-making

Tableau screenshot


Poker AI and Machine Learning Insights

A set of projects that leverage machine learning and AI to derive advanced insights about poker strategy

Starting hands screenshot


Published Social Science Research

Peer-reviewed study that uses mixed quantitative and qualitative analysis to demonstrate that higher education can foster connectedness to nature

Environmental Education Research journal cover


Student Risk Model

Multi-stage optimization and logistic regression model to identify at-risk students

Exciting screenshot coming soon


Faculty Prioritization Model

Mixed effects model to rank faculty who contribute the most to student success

Exciting screenshot coming soon


bFusion Behavior Model

Multi-stage factor analysis and gradient boosting model to predict student risk at multiple time scales

Exciting screenshot coming soon


Poker Hand History Parser and Database

Python program that cleans and parses poker hand histories to load into a SQLite database for further analysis

Poker screenshot


Since you made it this far, I may as well point you to my Projects Archive