Visualizing equity, housing affordability, and community needs through data.

What’s Included

🔹 Equity & Demographic Analysis

• Map income, race, age, and other demographics to identify disparities
• Highlight vulnerable populations affected by housing, transportation, or climate challenges

🔹 Housing Affordability Mapping

• Visualize rent burdens, cost of living, and housing availability across neighborhoods
• Identify areas with the highest need for affordable housing interventions

🔹 Community Needs Assessment

• Combine socioeconomic data with community assets (schools, healthcare, transit)
• Highlight service gaps and opportunities for investment

🔹 Custom Mapping & Reporting

• Deliver high-quality maps and infographics for reports, grant proposals, and community engagement
• Provide layered GIS files for integration into planning and policy workflows

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Who It’s For

• Housing authorities & nonprofits advocating for affordable housing and equity
• City & regional planners making policy decisions about land use and community development
• Universities & researchers conducting community-based or demographic studies
• Advocacy groups seeking compelling visualizations to support campaigns

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Why Work With Me?

I specialize in connecting GIS with equity-focused policy analysis. From supporting the City of Bend’s housing affordability strategy to mapping communities for transportation equity in Eugene, my work demonstrates how data can drive meaningful change. I create maps that not only show where disparities exist, but also point to solutions that support equity, affordability, and sustainability.

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