Hi, I'm Jake.
I am a Master of Science in Operations Research with a background in software development, geospatial data, and machine learning.
Education
University of Texas at Austin - Austin, Texas
B.A. Urban Studies
2015 – 2019
Naval Postgraduate School - Monterey, California
M.S. Operations Research,
Certificate in Operational Data Science and Statistical Machine Learning
2020 – 2023
Publications
Optimizing Last Mile Delivery of Emergency Supplies for Oahu, Hawaii (2023)
Developed congestion based traffic assignment and capacitated vehicle routing problem models to find optimal points of distribution for emergency supplies.
Cellular Coverage Mapping in the U.S. Virgin Islands (2023)
Implemented physics based model of cellular coverage in the U.S. Virgin Islands to determine the critical facilities most vulnerable to tower failure and identify desirable locations for future investment.
Personal Projects
QuarkIQL - Computer Vision API Testing Platform
Full stack web app created using React, AWS (RDB, CodeDeploy, EC2, S3) and Tailwind CSS.
MLB Daily - Frontend UI for Sports APIs
Custom CSS and JavaScript frontend running on Flask backend and deployed on AWS EC2.
COVID-19 Case Rates Data Analysis and Visualization
Data analysis and visualization using Pandas, SciPy, Plotly, and Leaflet.
