Welcome!
This site showcases some of the major projects I’ve completed as a master’s student and beyond.
Click here to view my resume, or feel free to contact me at dmoscoe@gmail.com.
Thank you for visiting!
Predicting Academic Outcomes with DAACS
Read the paper
View the summary slides
View the repo
- Developed an early alert system for academic risk, directing support to students before they fail a course
- Predictive models combine linear, tree, and non-parametric components
- Implemented in R on Amazon Elastic Compute Cloud
Electricity Explorer
View the repo
View a video walkthrough
- Designed interactive visualizations on the web showing electricity generation dynamics across the US
- Implemented in Python with Pandas and Plotly
Moneyball
- Led a team of classmates to predict the performance of baseball teams
- Used R to perform feature engineering and construct linear regression models to minimize root mean square error
Telecom Churn Analysis
View the PowerPoint
View on RPubs
View the repo
- Predicted which customers will attrite based on account information and local market research
- Used R to perform feature engineering and construct and evaluate logistic regression and random forest models
- Data/description at Kaggle
Airport Runway Queue Simulation
View the PowerPoint
View the Python notebook
- Built on previous research to compare various pushback rate control strategies under uncertainty
- Validated the model by comparing results with data from Boston Logan Airport
- Implemented in Python with ModSimPy
An Intro to Data Visualization for High School Students
- Students work in Python to construct histograms and analyze descriptive statistics
…And More
- Selected work completed during my MS Data Science program at CUNY
- Business Analytics and Data Mining, Computational Mathematics, Data Acquisition and Management, Mathematical Modeling, Visual Analytics