My Work

A Planning Support Tool for Affordable and Workforce Housing Site Identification
This project was completed as part of the UPENN Master of Urban Spatial Analytics (MUSA) program practicum, where students collaborate with real-world clients to develop…
May 10, 2024

Predictive Urban Planning for 2031: Analyzing Development Trends in Atlanta
This study forecasts urban development in Atlanta for the year 2031 using historical land use data, demographic changes, and transportation dynamics from 2011 to 2021. We…
May 9, 2024

Policy Analysis and Recommendation Writing Samples
These documents presents policy analysis and recommendation writing samples completed as part of my coursework at the University of Pennsylvania.…
Apr 19, 2024

Flood Prediction and Preparedness: A Case Study of Calgary and Denver
In June 2013, Calgary experienced extreme flooding, displacing 100,000 people and causing $1.7 billion in damages. This project aims to develop a predictive model using…
Apr 3, 2024

Amsterdam in Balance: Data-Driven Strategies for Managing Overtourism and Short-Term Rentals
This study examines the impact of overtourism in Amsterdam and explores data-driven strategies for managing short-term…
Dec 15, 2023

Exploring Digital Equity: A Geospatial Analysis of the Digital Divide
This project was completed as part of the MUSA 550 Geospatial Data Science In Python course at UPENN. Our team sought to understand the varied digital equity landscape at…
Dec 15, 2023

Targeting a Housing Subsidy: A Data-Driven Approach
This project was completed as part of the Public Policy Analytics course at UPENN. Emil City is considering a more proactive approach for targeting homeowners who qualify…
Nov 15, 2023

Bachelor of Landscape Architecture Portfolio
This portfolio showcases a selection of projects completed as part of my Bachelor of Landscape Architecture (BLA) program at the University of Florida. The…
Apr 17, 2022

Design for Distressed Public Housing: Creating Supportive Living Environments through Outdoor Public Spaces
This capstone project was completed as part of the Landscape Architecture undergraduate program at the University of Florida. The project explores how landscape architects…
Apr 10, 2022

Bachelor of Landscape Architecture Portfolio: Landscape Architecture Projects
This portfolio showcases a selection of projects completed as part of my Bachelor of Landscape Architecture (BLA) program at the University of Florida. The…
Apr 10, 2022
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