• Refined chapters on remote sensing for the SSI-ESRI publication on Human Security and Geospatial Intelligence (HSGI).• Evaluated technical content quality and depth, focusing on enhancing California’s wildfire response and documentation of global human rights violations.• Enhanced my remote sensing expertise, analyzing imagery using SAR to document war-induced damages in Ukrainian cities. • Evaluated Chinese environmental strategies impacting various industries along Yangtze River, a region contributing to nearly 30% of China’s GDP. • Utilized ArcGIS Pro to identify green technology investment clusters in larger Eastern cities, revealing a trend of concentrated clusters in downstream areas with stricter environmental standards.• Integrated results into a research proposal for United States Geospatial Intelligence Foundation (USGIF), earning sponsored admission to 2023 GEOINT Symposium.

• Probed risks posed by oil wells near K-12 students in second largest U.S. school district (Los Angeles Unified). • Employed QGIS, visualizing potential leak buffers and assessing well integrity based on age, historical incidents, and additional factors. • Mitigated exposure to potential spillover through data-backed suggestions, leading to a State Bill banning oil wells within 3200ft of schools.

• Assessed impact and distribution of foreign aid during Yemen's civil war, targeting a population of 74% (25 million) in need of humanitarian assistance. • Applied QGIS to verify a pattern between opposition-controlled territories and isolated regions deficient in Water, Sanitation, And Hygiene services (WASH)• Presented a comprehensive strategy for improving aid distribution at an academic conference, considering road network constraints.

• Investigated crime hotspots in Boyle Heights, an East Los Angeles neighborhood with largest U.S. Hispanic population.• Proved a pattern between mixed-use development and lower crime rates through data analysis, interviews, and observations.• Empowered residents with findings to advocate for modifications in urban planning, including zoning changes, promoting safer neighborhoods and reduced crime.

• Audited emergency planning maps for four campuses, ensuring readiness and accuracy. • Led safety and accessibility improvement initiative, identifying gaps in emergency equipment, elevators, and evacuation procedures. • Achieved compliance with state and federal laws, recognized for exceptional diligence by Citizens Oversight Committee Chairman.