Classification Algorithms for Identifying Neighborhood Typology
Used several classification algorithms to identify which would be best at classifying neighborhoods based on reported economic factors.
Data Scientist
Data Visualizer
Data Analyst
Databricks
Python
scikit-learn
Association Rule Mining of US Congressional Voting Data
Using voting records from 1984, identified probabilistic patterns of voting based on political party to predict the outcome of specific voting topics.
Data Scientist
ML Engineer
Data Engineer
Matplotlib
R
scikit-learn
Convolutional Neural Network leveraging Google Street View API
Fed images of vacant homes from Google Street View API into a Convolutional Neural Network in order to build a model that could accurately classify vacant homes
Cloud Infrastructure Architect
ML Engineer
AI Developer
AWS
Keras
Python