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🔹 TURNING COMPLEX SPATIAL DATA INTO ACTIONABLE INSIGHTS AND HIGH-QUALITY MAPS I help individuals, organizations, governments, and businesses make smarter decisions using GIS, Remote Sensing, Cartography, and Web GIS solutions. With 8+ years of experience in spatial data analysis, web mapping, and geospatial automation, I partner with clients to deliver results that are on time, high-quality, and tailored to your objectives __________________________________________________________________________ WHAT I DELIVER ----📍 GIS ANALYSIS & MAPPING---- • ArcGIS, QGIS, ENVI, ERDAS • Land Use / Land Cover (LULC) classification • Change detection analysis (before–after comparisons) • Suitability & constraint mapping • Risk assessment maps (fire, flood, environmental, infrastructure) • Forest change analysis & environmental modeling • Zoning, planning & land-use maps • Environmental impact assessment (EIA) maps • Advanced spatial analysis models (MCDA, terrain, proximity, hydrology) • Clean, well-documented GIS datasets (shapefiles, GeoPackages, GeoTIFFs) • Clear documentation and reusable project files and templates ---- 🌍 WEB GIS & INTERACTIVE MAPPING---- • Mapbox, Leaflet, OpenLayers, Cesium, Three.js • MapStore, ArcGIS Online, GeoNode • Interactive dashboards and spatial data portals ---- 📊 REMOTE SENSING & IMAGE ANALYSIS---- • Supervised & unsupervised classification • Change detection using Landsat, Sentinel, and commercial imagery • Vegetation and water indices analysis (NDVI, EVI, NDWI) • Object-Based Image Analysis (OBIA) • Time-series & trend analysis • Machine Learning & Deep Learning for image classification (CNN, TensorFlow) • Accuracy assessment reports (confusion matrix) • Burn severity & environmental impact mapping ---- 🧰 AUTOMATION & SPATIAL DATABASES---- • Python, PostGIS, SQL, FME • ETL pipelines, workflow automation, reporting ---- 🎨 CARTOGRAPHIC DESIGN & MAP PRODUCTION---- • Adobe Illustrator, Adobe Photoshop • AutoCAD Civil 3D • Custom cartographic styling • Map series & atlases • Layouts following cartographic standards • Export packages for print & digital use • Branding alignment (colors, fonts, legends) • Publication-quality cartographic layouts ---- 📱 MOBILE DATA COLLECTION---- • ArcGIS Field Maps, Survey123, QField, Fulcrum __________________________________________________________________________ 💼 MY PROCESS 1️⃣ Discovery – Understand your goals, data sources, and requirements 2️⃣ Technical Assessment – Review data and recommend the optimal approach 3️⃣ Development & Testing – Build solutions with regular updates and previews 4️⃣ Delivery & Training – Polished outputs with documentation and training 5️⃣ Support – Ongoing revisions and post-delivery assistance __________________________________________________________________________ 🛠️ TECHNICAL EXPERTISE • GIS Software: ArcGIS Pro, QGIS, ERDAS Imagine, ENVI, Global Mapper, AutoCAD, RStudio • Programming: Python (ArcPy, GeoPandas, Rasterio, GDAL), JavaScript, C#, SQL • Web GIS Stack: GeoServer, MapProxy, PostGIS, OpenLayers, Leaflet, Mapbox, React, Vue.js, Angular • Machine Learning: TensorFlow, Scikit-learn (land cover classification, feature extraction) • Cloud Platforms: AWS, Azure • Data Formats: Shapefile, GeoJSON, GeoTIFF, KML, WMS, WFS, REST APIs • Automation Tools: FME, Python scripting, ModelBuilder __________________________________________________________________________ My approach is simple: understand your objectives, apply the right spatial methods, and deliver results you can trust. Let’s discuss your project. Send me your requirements, timeline, and reference materials, and I’ll provide a clear proposal within 24 hours.

- I have a B.Sc. in Geomatic Engineering and Geospatial Information Systems. - QGIS plugin developer. - GIS Analysis, Data Entry, Scraping and Analysis, Virtual Assistance - Experienced in programming (R, Python, JavaScript, PHP, HTML, CSS). - Experienced in Google Earth Engine-based satellite applications. - Experienced in QGIS, ArcMap, SNAP, and ERDAS. - Experienced in Github and ClickUp collaborations. - I have done 5 virtual assistance jobs here on Upwork and received 5-star ratings.

Danton Kipngeno – Data Scientist | GIS Specialist | Remote Sensing | Insights-Driven Problem Solver I am a multifaceted professional with expertise in data science and geospatial technologies. My passion lies in uncovering insights from complex datasets and solving challenges through innovative solutions. With experience in both domains, I bring a unique perspective to projects that require analytical precision and technical creativity. What I Do Best in Data Science Data Analysis & Visualization: Turning raw data into actionable insights using Python, R, Tableau, and Power BI. Machine Learning: Designing and deploying predictive models to optimize outcomes. Big Data Analytics: Managing and processing large datasets with tools like pandas, NumPy, and SQL. Automation: Streamlining repetitive tasks through Python scripting for efficiency. Statistical Analysis: Leveraging statistical techniques to forecast trends and guide decision-making. What I Do Best in GIS Spatial Analysis: Performing in-depth spatial analysis to address environmental, urban, and developmental challenges. Remote Sensing: Specializing in satellite imagery processing and land-use/land-cover mapping. Custom GIS Workflows: Automating geospatial processes using Python, Google Earth Engine, and ArcGIS ModelBuilder. Cartographic Design: Crafting high-quality maps and geospatial visualizations tailored to client needs. Predictive Modeling: Applying GIS and AI techniques to predict environmental changes, such as wetland degradation. Why Work with Me? Two Worlds, One Goal: I seamlessly integrate data science and GIS to provide actionable solutions for both spatial and non-spatial challenges. Detail-Oriented: Whether working with data or spatial information, I ensure precision and professionalism in all my projects. Global Collaboration: I’ve worked with diverse clients, adapting to unique project requirements and delivering results that exceed expectations. Let’s Collaborate! Looking for a specialist in data science, GIS or Remote sensing? Whether you need predictive analytics, machine learning models, spatial analysis, or cartographic excellence, I’m here to help.

Map. Analyze. Deliver. My name is Deogracious. I help organizations transform geospatial data into accurate, reliable, and actionable insights. As a Geospatial Analyst and GIS Specialist, I provide high-quality mapping, spatial analysis, digitization, geodatabase management, and GIS data processing services for utilities, infrastructure projects, transportation networks, environmental studies, land management, and urban planning. My expertise lies in handling the complex GIS tasks that require precision, critical thinking, and attention to detail. Whether you need map digitization, spatial data cleanup, utility asset mapping, geodatabase creation, or quality assurance of GIS datasets, I deliver results that are accurate, organized, and ready for decision-making. I have extensive experience working with vector and raster datasets, shapefiles, GeoJSON, KML/KMZ files, geodatabases, and spatial data workflows. From creating GIS databases to correcting topology errors and validating field-collected data, I ensure that every project meets the highest standards of quality. My services include: GIS Mapping and Cartography ArcGIS Pro, ArcMap, and QGIS Projects Map Digitization and Feature Extraction Spatial Data Analysis and Visualization Geodatabase Design and Management Utility Network Mapping and Asset Management Water Infrastructure and Pipeline Mapping Geospatial Data Cleaning and QA/QC Shapefile Editing and Topology Correction GPS and Field Data Processing OpenStreetMap and Google Earth Data Integration Georeferencing and Coordinate System Management Spatial Research and Location Intelligence PostgreSQL/PostGIS Database Management GIS Project Coordination and Team Support I am proficient in: ArcGIS Pro ArcMap QGIS PostgreSQL/PostGIS Google Earth Pro OpenStreetMap Mapbox AutoCAD Map 3D Microsoft Excel GeoJSON, KML, KMZ, and Shapefile Formats Why clients work with me: Accurate and detail-oriented GIS deliverables Strong understanding of spatial data workflows Reliable communication and project updates Consistent adherence to deadlines High-quality QA/QC and data validation processes Ability to work independently or collaborate with teams My goal is simple: to provide dependable GIS and geospatial solutions that help organizations make informed decisions, improve operational efficiency, and maintain high-quality spatial data. If you need a GIS professional to create, clean, analyze, manage, or improve your geospatial data, I am ready to help. Message me right away and let us discuss your project and turn your spatial data into a valuable asset.

I'm a skilled GIS analyst specializing in map visualization and spatial analysis. With an academic backround in Geospatial Engineering, I offer accurate anaylsis on spatial data, giving possible strategies with impactful results. My skills include: - Map poduction and general cartography - Experience with GIS software; QGIS, ArcGIS, ArcMap - Experience with Microsoft Office: Word, Excel, Access - Spatial data analysis - Automation of geospatial processes using Python - Shapefiles, vector and raster data creation and management I'm commited to completing projects on time and building a build a good relationship with my clients. I'll be looking forward to bringing my expertise to your next project.

Core Services: Cartography GIS analysis Web maps Survey 123 configuration Site Intelligence: MCDA for suitability, flood risk, and groundwater potential. Remote Sensing: Automated LULC classification, NDVI monitoring, and ML feature extraction. Data Engineering: PostGIS database architecture, Python automation (GeoPandas), and Django web-maps. Field Engineering: GNSS/RTK data reduction and cadastral survey plotting. Python and ML