Projects

Solar Shield

Solar Cyber Risk Engine

• Clustered 32,958 ZIP codes into 5 solar cyber risk tiers using K-means on property, income, and cyber data.
• Developed a FastAPI backend with property lookup through the Melissa API and deck.gl for address analysis.
• Curated 57 solar CVEs from the NIST NVD and scored 9 solar inverter vendors on exploit severity.