Hire the Best Geospatial Specialists
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I specialize in accurate manual digitization and mapping using Google Earth and satellite/aerial imagery, with 10+ years of professional mapping experience. My work includes tracing and digitizing: • Property and parcel boundaries • Golf courses - fairways, greens, tees, bunkers, hazards, trees and other features • Agricultural fields and land boundaries • Roads, routes and paths • Buildings, parking lots and commercial properties • Streams, ponds and other geographic features • Land-use and site boundaries I can create clean polygons, lines and points and deliver organized KML/KMZ files for use in Google Earth and other GIS applications. Services include: • Google Earth mapping • Manual GIS digitization • Polygon and boundary tracing • KML/KMZ creation and editing • Parcel/property mapping • Satellite imagery interpretation • Georeferencing • Area and distance measurements • Golf course mapping • Agricultural/field mapping • Route and road mapping If you have satellite imagery, maps, coordinates or property information that needs to be converted into accurate geographic data, send me a sample and I can determine the best approach.

AI/ML Data Annotation Engineer | AI Quality Assurance | Computer Vision | Geospatial Data Analyst | Data Analyst | 5+ Years 𝙰𝚛𝚝𝚒𝚏𝚒𝚌𝚒𝚊𝚕 𝙸𝚗𝚝𝚎𝚕𝚕𝚒𝚐𝚎𝚗𝚌𝚎 𝚒𝚜 𝚘𝚗𝚕𝚢 𝚊𝚜 𝚐𝚘𝚘𝚍 𝚊𝚜 𝚝𝚑𝚎 𝚍𝚊𝚝𝚊 𝚋𝚎𝚑𝚒𝚗𝚍 𝚒𝚝—𝚊𝚗𝚍 𝚝𝚑𝚊𝚝'𝚜 𝚠𝚑𝚎𝚛𝚎 𝙸 𝚑𝚎𝚕𝚙. For over 5 years, I've helped companies build high-quality datasets for AI and Machine Learning through AI Data Annotation, Data Labeling, Quality Assurance, Data Validation, Computer Vision, Geospatial Data Analysis, and AI Evaluation. I've worked with Upwork Enterprise and enterprise organizations on projects requiring precision, consistency, and strict adherence to annotation guidelines. My experience spans computer vision, multimodal AI, geospatial intelligence, parking technology, speech recognition, and AI quality evaluation. Core Expertise ✔ AI Data Annotation & Data Labeling ✔ Image, Video & Audio Annotation ✔ Podcast & Timestamp Annotation ✔ Speech Recognition & Transcript Validation ✔ Text Annotation & NLP ✔ Content Classification & AI Evaluation ✔ Bounding Boxes, Polygons & Segmentation ✔ Object Detection & Image Classification ✔ Ground Truth Creation & Validation ✔ Dataset Review & Quality Assurance ✔ Data Validation & Research ✔ Large-Scale Dataset Organization Computer Vision & Geospatial Experienced with AI datasets involving: License Plate Recognition (LPR) Vehicle & Object Detection Parking Detection & Occupancy EV Charging Stations Camera Validation AI Video Review Geospatial Mapping Ground Truth Validation I also have extensive experience researching and validating parking ecosystems across the United States, Canada, and the United Kingdom, including public, private, and street parking, parking regulations, pricing, revenue control, access control, parking meters (single & double head), EV parking, and parcel ownership research using Regrid and Tableau. [Annotation Platforms] CVAT • Label Studio • Labelbox • Ango Hub • COCO Annotator • Klaar • Custom Enterprise Annotation Platforms {Tools & Technologies] Microsoft 365: Excel, Outlook, Teams, Word, PowerPoint, OneNote, SharePoint Google Workspace: Sheets, Docs, Drive AI Tools: ChatGPT, Claude, Microsoft Copilot Collaboration: Slack, Teams, Trello, WhatsApp Creative: Adobe Photoshop, Canva Why Clients Choose Me: ✔ 5+ years of AI & Data experience ✔ Upwork Enterprise experience ✔ Computer Vision & Geospatial expertise ✔ AI Video, Audio & Podcast Annotation ✔ Strong analytical thinking & attention to detail ✔ Excellent written English ✔ Reliable, organized & deadline-driven ✔ Human validation of AI-generated outputs ✔ Confidential handling of sensitive data I'm currently expanding my skills in Python, SQL, AI Automation, Prompt Engineering, and Machine Learning to further strengthen my expertise. If you're looking for an AI/ML Data Annotation Engineer, AI Evaluator, QA Reviewer, Computer Vision Specialist, Geospatial Data Analyst, or Data Analyst who delivers accurate, consistent, and high-quality results, I'd love to help make your AI project a success. 𝙸'𝚍 𝚋𝚎 𝚑𝚊𝚙𝚙𝚢 𝚝𝚘 𝚑𝚎𝚕𝚙 𝚋𝚛𝚒𝚗𝚐 𝚢𝚘𝚞𝚛 𝚙𝚛𝚘𝚓𝚎𝚌𝚝 𝚝𝚘 𝚕𝚒𝚏𝚎.

Are you working with scanned maps, historical documents, or satellite images that need to align with real-world coordinates? I’m here to help. I specialize in georeferencing—the process of accurately linking non-spatial maps or imagery to geographic coordinate systems. With a solid background in GIS and deep experience using tools like QGIS, ArcGIS, and Google Earth Pro, I provide high-quality, accurate, and ready-to-use spatial data for various industries, including: ✅ Urban planning and municipal zoning ✅ Environmental and hazard mapping ✅ Historical and cadastral map restoration ✅ Infrastructure and transport mapping What I Offer: Manual and automated georeferencing using GCPs and CRS Raster transformation and alignment with vector basemaps Clean and organized GIS outputs (GeoTIFF, GeoJSON, Shapefile, etc.) Documentation of the georeferencing process for transparency and future use Fast, detail-oriented, and quality-checked results I know how critical accuracy is in spatial data. I don’t just align images—I make sure they’re reliable for analysis, planning, or decision-making. 📌 Let’s talk about how I can bring spatial precision to your project.

EXPERIENCED GIS Specialist | Geologist with 6 years experience in GIS | ArcGIS | QGIS | Global Mapper | Google Earth Pro 🗺️ GIS Mapping & Spatial Analysis • Parcel & Property Maps • Location, Vicinity & Zoning Maps • Zone of Influence (ZOI) Maps • Census Blocks, Tracts, Townships, Sections (PLSS) • Custom Maps (Cities, Countries, Towns, Service Areas) 🌎 Google Earth & KML/KMZ • KML/KMZ creation & editing • PDF / CAD / Image to KMZ • Telecom & Network Maps • Geofencing & Geotagging ⛰️ Terrain & Elevation • Contour Maps • DEM & LiDAR Processing • Hillshade & Topographic Maps 🏢🛫 Infrastructure & Utilities • Telecom / Telco Network Mapping • Powerlines, Railways, Pipelines (Oil & Gas) • Airport & Aviation Mapping 🌎 GIS Data Processing • Map Digitization • Georeferencing & Georectification • Data Cleanup & Layer Management SOFTWARE & TOOLS 🖥️ GIS Software • QGIS • ArcGIS Pro / ArcMap • Google Earth Pro • Global Mapper • Google My Maps

I specialize in Image Annotation, Data Labeling and Data Entry with experience supporting AI and machine learning projects through precise, high-quality dataset preparation. Skilled in image annotation, image classification, bounding box labeling, dataset validation, and data management using tools such as CVAT and Roboflow. Dedicated to maintaining accuracy, consistency, and compliance with project requirements while delivering organized, reliable, and error-free results. Open to trial assignments, test projects, and smaller tasks, with a strong commitment to clear communication and timely completion.

I'm an AI Data Annotation & Evaluation Specialist with 3+ years of experience supporting AI, computer vision, and machine learning projects with accurate, high-quality training data. I specialize in image annotation, computer vision, OCR/document annotation, GIS/geospatial labeling, and LLM/AI evaluation. I have experience working with complex annotation guidelines, large datasets, and quality-sensitive projects where accuracy and consistency are critical. What I can help with: • Image & video annotation • Bounding box & object detection • Polygon & instance segmentation • Image classification • OCR & document annotation • Key-value & structured data extraction • Text and formatting annotation • GIS & geospatial annotation • Road sign & geolocation annotation • Chart & visual data annotation • LLM response evaluation • AI judge / model output comparison • Data validation & quality control Tools & Platforms: Roboflow • CVAT • Encord • Labelbox • Label Studio I focus on accuracy, consistency, attention to detail, and following project-specific guidelines. I carefully review annotations, identify inconsistencies, and deliver reliable datasets that are ready for AI model training and evaluation. If you need a dependable AI data specialist who can handle computer vision, document AI, geospatial data, or LLM evaluation, I'd be happy to help with your project.