Spatial Analysis + Environmental Data
Raster/vector, suitability, accessibility, LST, land cover, and environmental risk mapping.
About
GIS analyst building AI-aware spatial workflows for environmental and community problems.
I combine GIS, Python, web mapping, data QA, and practical judgement to turn messy spatial data into clear maps, documented workflows, and decision-ready insights.
Professional Focus
I am building a GIS practice around environmental planning, public-interest data, and community-focused spatial analysis. My work focuses on problems where location, access, risk, and equity matter: urban heat, cooling access, tree planting, food access, native plant planning, public health, and community services.
I use AI as a support tool for research, workflow planning, coding help, and documentation, while treating validation, source checking, assumptions, and spatial judgement as the core professional work. I am targeting junior GIS Analyst / GIS Technician roles where data QA, documentation, web mapping, and project coordination matter.
Working Strengths
GIS + Data
Clean spatial data, raster/vector workflows, accessibility maps, demographic overlays, and environmental risk maps.
Web + Developer Skills
HTML, CSS, JavaScript, MapLibre, and interactive web development for web mapping, plus Python, SQL, Java, Spring Boot, REST APIs, Microservices, and GitHub for data and developer workflows.
Professional Practice
Clear assumptions, methods, limitations, QA steps, timelines, communication, and follow-through.
AI-Aware Workflow
AI-supported research, code planning, documentation, and idea testing with source-data validation.
Capabilities
What I Bring
AI-Aware Workflow Thinking
AI-assisted research, code planning, documentation, and QA support with human validation.
Web Mapping + Developer Skills
Frontend/web mapping: HTML, CSS, JavaScript, MapLibre, and interactive web development. Backend/data: Python, SQL, Java, Spring Boot, REST APIs, and Microservices. Developer workflow: GitHub.
Project Coordination
Workflow planning, stakeholder communication, documentation, deadlines, QA, and follow-through.