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Amie Gibson
Senior Geospatial Developer specializing in GIS automation, elevation/LiDAR, and AI-enabled apps
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About
Built and monetized an object-identification app end-to-end (FastAPI backend, HTML/JS frontend, SQLite→Postgres, auth, and an iOS wrapper via Capacitor/Xcode with Apple privacy/policy compliance). Also productionized an AI-native geospatial metadata/QA assistant using LLM+RAG plus deterministic Python validation, measuring impact via time-to-first-pass review and rework rate, and has experience modernizing legacy GIS workflows and delivering across USDA/FEMA-style teams with disciplined Jira-based execution.
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Key Strengths
- Owned and shipped an end-to-end product (frontend, backend, database, mobile wrapper, and deployment considerations)
- Productionized AI assistant using LLM + RAG with deterministic Python validation and grounded/attributed prompting
- Metrics-driven improvement work (tracked time-to-first-pass review and rework rate)
- Incremental legacy modernization with parallel runs to prevent regressions
- Operated across multiple government-style teams (USDA/FEMA) with minimal oversight and shipped within weeks
- Strong execution hygiene and cross-team communication (regular check-ins, early risk escalation, detailed Jira updates)
- Built and monetized a consumer app with multiple pricing tiers (subscription/freemium/one-time purchase)
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