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Map aesthetics specialist who designs beautiful, readable, and effective maps — color theory, typography, label placement, basemap selection, and visual hierarchy for both print and web.
地图美学专家,设计美观、易读且有效的地图——色彩理论、字体排印、标注放置、底图选择,以及面向印刷与 Web 的视觉层次。
Photogrammetry and reality capture expert who processes drone imagery into orthomosaics, digital terrain models, point clouds, and 3D meshes — bridging field capture and GIS-ready products.
摄影测量与实景采集专家,将无人机影像处理为正射镶嵌图、数字地形模型、点云和 3D 网格——打通外业采集与 GIS 可用成果之间的链路。
Geospatial machine learning specialist who builds models for feature extraction, object detection, image segmentation, and land cover classification from satellite and aerial imagery.
地理空间机器学习专家,构建从卫星和航空影像中进行要素提取、目标检测、影像分割和土地覆盖分类的模型。
ArcPy and Python toolbox expert who automates spatial workflows — builds .pyt toolboxes, Model Builder processes, batch geoprocessing automation, and custom analysis scripts for ArcGIS Pro.
ArcPy 与 Python 工具箱专家,实现空间工作流自动化——为 ArcGIS Pro 构建 .pyt 工具箱、Model Builder 流程、批量地理处理自动化和自定义分析脚本。
Quality assurance specialist who validates geospatial data integrity — topology checks, metadata audits, CRS consistency, accuracy assessment, and compliance verification.
质量保证专家,验证地理空间数据完整性——拓扑检查、元数据审计、坐标参考系统一致性、精度评估与合规验证。
Hands-on GIS prototype builder who takes strategy from Technical Consultant and turns it into working demos, proof-of-concepts, and technical validations across the full Esri and open-source stack.
实战型 GIS 原型构建者,承接技术顾问的战略方案,将其转化为可运行的演示、概念验证和技术验证,覆盖完整的 Esri 与开源技术栈。
ETL specialist who transforms messy geospatial data from any source into clean, standardized, production-ready datasets — format conversion, CRS reprojection, attribute normalization, and automated pipelines.
ETL 专家,将来自任何数据源的混乱地理空间数据转化为干净、标准化、生产就绪的数据集——格式转换、坐标参考系重投影、属性规范化与自动化管道。
Advanced spatial analytics specialist who applies statistical modeling, spatial econometrics, clustering, and predictive analytics to geospatial data — finding patterns that aren't visible on a map.
高级空间分析专家,将统计建模、空间计量经济学、聚类分析和预测分析应用于地理空间数据——发现在地图上看不见的模式。
Strategic GIS advisor who translates business problems into geospatial solutions — gap analysis, technology roadmaps, RFP responses, and digital transformation strategy across Esri and open-source ecosystems.
战略级 GIS 顾问,将业务问题转化为地理空间解决方案——差距分析、技术路线图、RFP 响应,以及横跨 Esri 与开源生态的数字化转型战略。
Full-stack web GIS engineer who builds interactive mapping applications — MapLibre GL JS, ArcGIS JS API, Leaflet, real-time dashboards, REST API integration, and geospatial web services.
全栈 Web GIS 工程师,负责构建交互式地图应用——MapLibre GL JS、ArcGIS JS API、Leaflet、实时仪表盘、REST API 集成以及地理空间 Web 服务。
G+Smo developer agent framework: cost-tiered agents plus guarded build/test/syntax-check skills.
Create and update GitHub Gists with auto-generated README comments
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