GeoAI & Spatial Machine Learning
Worldwide GeoAI consulting for spatial prediction, explainable machine learning, location intelligence, feature engineering, and decision-ready geospatial models.
Explore service ↗ Available for select global projects
GIS · REMOTE SENSING · GEOAI · WEBGIS
Budi Prasetyo NugrohoEarth data, engineered into intelligence.
Budi Prasetyo Nugroho is a professional in GIS, Remote Sensing, and AI-integrated geospatial systems—turning complex spatial data into reliable maps, models, and digital products.
Top Rated PlusUpwork talent
10+ yearsGeospatial experience
Founder & CEOSolusi Pemetaan Pasti
01
ExploreObserve → Analyse → Predict → Build
10+years of experience
8digital applications
11interactive Web Maps
2×national competition winner
ABOUT THE WORK
From field reality to decision-ready systems.
I work across the full geospatial lifecycle—from survey and earth observation to spatial modelling, AI, and production applications.
My work connects GIS and remote sensing with machine learning, hydrology, IoT sensors, and enterprise WebGIS. The goal is simple: make complex evidence clear enough to guide real decisions.
As Founder & CEO of Solusi Pemetaan Pasti, I lead geospatial products for government, engineering, infrastructure, environmental, and commercial teams.
- GIS & spatial analysis
- Remote sensing & photogrammetry
- GeoAI & explainable AI
- Enterprise WebGIS
- Hydrology: HEC-RAS / HEC-HMS
- LiDAR, survey & 3D modelling
PROFESSIONAL SERVICES
End-to-end geospatial capability.
Support can cover one technical task or the complete journey from field observation and spatial data to production software and decision support.
Enterprise WebGIS Development
Design and development of production WebGIS platforms, spatial dashboards, GeoServer/PostGIS architecture, approval workflows, and map-based operational systems.
Explore service ↗Remote Sensing & Earth Observation
Remote sensing consulting for vegetation, moisture, land cover, thermal conditions, change detection, satellite imagery, UAV data, and environmental monitoring.
Explore service ↗LiDAR, Photogrammetry & 3D Mapping
Worldwide LiDAR and photogrammetry services for point-cloud processing, classification, terrain models, orthomosaics, contours, survey control, and 3D mapping.
Explore service ↗Hydrology & Hydraulic Modelling
Hydrology and hydraulic modelling with HEC-HMS, HEC-RAS, dam-break analysis, inundation mapping, flood-risk assessment, and GIS-based reporting.
Explore service ↗GIS Data Engineering & Spatial Planning
GIS consulting for spatial databases, data quality, geoprocessing automation, thematic mapping, urban planning, RDTR, and multi-source data integration.
Explore service ↗IoT Monitoring & Spatial Dashboards
IoT monitoring systems connecting sensors, ESP32 devices, APIs, databases, reports, and spatial dashboards for water, rainfall, assets, and field operations.
Explore service ↗GIS & Drone Training
Applied GIS, remote sensing, survey, and drone photogrammetry training for government, engineering, university, and professional teams.
Explore service ↗APPLICATIONS & SYSTEMS
Technology that operates beyond the demo.
Government, enterprise, research, and IoT products built around real operational workflows.
Explore all applications ↗
Production / Government Project
WebGIS · Mobile GIS · 3D Infrastructure
Smart Infra GIS / KBA SDA
A WebGIS and mobile GIS platform for inspecting and managing Indonesia’s public water-resources infrastructure.
Production / Client Project
Urban Planning · LiDAR · 3D City Model
RancangKota – WebGIS UDGL Purwokerto
An Urban Design Guideline and integrated city-planning WebGIS for Banyumas–Purwokerto.
JBSYSTEM PREVIEW
Production / Enterprise Client
Enterprise WebGIS · Mining · Land Management
JARVIS BIS
An enterprise WebGIS for permits, planning, land management, and mining-activity monitoring.
Public / Research & Product Prototype
GeoAI · Explainable AI · Location Intelligence
RitelAI – GeoAI Retail Location Intelligence
A GeoAI platform for evidence-based retail expansion and site recommendation using spatial machine learning.
Field-Deployed / IoT Product
IoT · Real-time Monitoring · Water Operations
Depot Air Cerdas – Web Dashboard
A field-deployed IoT platform for real-time monitoring of refillable-water depot operations.
RGSYSTEM PREVIEW
Prototype / IoT
IoT · Hydrology · Cloud Monitoring
Rain Gauge Monitoring System
An automatic rain-gauge system for real-time rainfall records and cloud-based historical monitoring.
LBSYSTEM PREVIEW
Demo / GeoBI Product
Business Intelligence · GeoBI · Retail Analytics
LocaBI – Location Business Intelligence
A Business Intelligence and Location Intelligence dashboard for retail-market analysis.
Mobile App / IoT Product
Mobile Application · IoT · Water Monitoring
Air Cerdas – Mobile App
The mobile companion to Air Cerdas for monitoring operational conditions from a smartphone.
EDUCATION & RESUME
Technical depth, field experience, and product leadership.
Based in Depok, West Java, Indonesia · Available for selected projects worldwide.
Education
Master of Information Technology
Bina Nusantara University (BINUS)Postgraduate study focused on Data Science, Artificial Intelligence, Machine Learning, and GeoAI.
Water Resources Engineering
Institut Teknologi Bandung (ITB)Completed one semester of master’s-level coursework in water-resources engineering.
Bachelor of Science in Geography
Universitas IndonesiaSpecialisation in Geographic Information Systems, remote sensing, spatial analysis, and geographical problem solving.
Professional experience
Founder & CEO
PT Solusi Pemetaan PastiLeads geospatial, GeoAI, WebGIS, LiDAR, IoT, and spatial decision-support delivery for government, engineering, and commercial clients.
Freelance GIS, Remote Sensing & GeoAI Specialist
Upwork · Top Rated PlusDelivers international GIS, hydrology, remote-sensing, LiDAR, WebGIS, and spatial-analysis projects.
GIS Specialist · Associate Consulting Engineer
ACE Pakistan Ltd.Managed GIS and geodetic data for dam engineering, LiDAR/topographic mapping, land-use analysis, dam-break studies, and emergency-action planning.
Spatial & Regional Mapping Analyst
Ministry of Public Works and Housing, IndonesiaProduced thematic maps, managed and analysed spatial data, and supported surveys, coordination, and regional infrastructure planning.
GIS Analyst
World Resources InstituteConsolidated palm-oil concession datasets from multiple sources and verified spatial information using satellite imagery.
GIS, Geodetic & Photogrammetry Roles
ABT Associates · PT Pangripta Geomatika Indonesia · IPB University · PT Reka Spasia IndonesiaWorked on information-management systems, WebGIS, GCP/ICP and RTK surveys, multispectral drones, photogrammetry, and detailed spatial planning.
INTERACTIVE WEB MAPS
Maps designed to be explored.
Original mapping experiments, dashboards, integrations, and geospatial interfaces.
Explore all Web Maps ↗
Google Maps JavaScript API
Google Maps + Google Sheets Integration
An interactive map that reads and writes spatial records through Google Sheets.
Explore demo →
Google Maps JavaScript API
Chicken Seller — Texas & New Mexico
A location explorer for food sellers across Texas and New Mexico.
Explore demo →
Mapbox GL JS
Jakarta Giant Sea Wall — Mapbox
A multi-layer visualisation of Jakarta’s giant sea-wall concept and supporting infrastructure.
Explore demo →
OpenLayers · QGIS2Web
Jakarta Giant Sea Wall — OpenLayers
An OpenLayers implementation of the Jakarta Giant Sea Wall spatial dataset.
Explore demo →
ArcGIS Experience Builder
Rempang Eco City
An interactive spatial experience for exploring the Rempang Eco City area.
Explore demo →
ArcGIS Experience Builder
National Parks Explorer
An interactive map experience for discovering national parks and their spatial context.
Explore demo →SELECTED WORK
Evidence, not just claims.
Hydrology, survey, mapping, spatial planning, and remote-sensing projects—presented with their technical context.
Remote Sensing & Environmental Monitoring · 2026
Seasonal Coastal Vegetation & Moisture Monitoring
A seasonal remote-sensing assessment of vegetation condition and surface moisture in a coastal study area.
View case study →
Remote Sensing & Urban Climate · 2023
Micro Urban Heat Island Analysis
A fine-scale assessment of urban heat patterns and their relationship with asphalt, concrete, buildings, and vegetation.
View case study →
LiDAR · Survey & 3D Mapping · Selected recent work
LiDAR Point Cloud Processing & 3D Mapping
Processing and visualisation of elevation-coloured and RGB LiDAR point clouds for detailed terrain and site interpretation.
View case study →
Hydrology & Spatial Risk · Selected recent work
Flood Hazard & Inundation Modelling
A map-based flood-modelling workflow for identifying inundation extent and communicating spatial risk.
View case study →
Professional Training & Capacity Building · Ongoing
GIS & Drone Photogrammetry Training
Applied training that connects field data capture, drone photogrammetry, GIS processing, and practical mapping outputs.
View case study →
Hydrology & Hydraulics · 2021–2023
Flood Modelling for Walking Trail, Atlanta
Hydrologic and hydraulic modelling to assess flood conditions for an existing walking trail.
View case study →
Hydrology & Hydraulics · 2020–2022
Warsamson Dam Break Analysis
Dam-break modelling and inundation analysis for Warsamson Dam, East Papua.
View case study →
GIS & Remote Sensing · 2023
LULC & Future Land Use Prediction — Sahiwal City
Land-use and land-cover analysis with future land-use prediction.
View case study →
Spatial Planning · 2023
Mojowarno Detailed Spatial Planning (RDTR)
Satellite-image digitisation and thematic mapping for the RDTR of Mojowarno.
View case study →
GIS & Remote Sensing · 2023
LULC of Rongkong Dam Downstream Area
Land-use analysis and prediction for the downstream area of Rongkong Dam.
View case study →
Survey & Mapping · 2020–2022
Geological Survey Support — Al Ula, Saudi Arabia
Mapping support for drilling and boring activities in geological survey work.
View case study →
Survey & Mapping · 2020–2022
Warsamson Dam Topographic Survey & Mapping
High-resolution topographic survey using LiDAR and terrestrial methods.
View case study →INSIGHTS
Thinking behind the maps.
Aug 2026
How to Hire a GIS Consultant for an International Project
A practical framework for evaluating GIS specialists, defining deliverables, reducing spatial-data risk, and managing remote geospatial work.
Read article ↗Aug 2026
Enterprise WebGIS Architecture: From Interactive Map to Operational System
Learn how PostGIS, GeoServer, APIs, workflows, permissions, and map interfaces work together in a maintainable enterprise WebGIS.
Read article ↗Aug 2026
GeoAI Location Intelligence Without Spatial Leakage
Why random validation can mislead spatial machine-learning projects—and how spatial folds, untouched holdouts, AP, and explainability improve GeoAI decisions.
Read article ↗Aug 2026
From LiDAR Point Cloud to Engineering-Ready Deliverables
A practical LiDAR workflow covering control, classification, terrain models, contours, CAD/GIS outputs, quality checks, and handover.
Read article ↗Aug 2026
A Reviewable HEC-HMS and HEC-RAS Flood-Modelling Workflow
How hydrology, terrain, geometry, scenarios, stability checks, inundation maps, and limitations should connect in a defensible flood study.
Read article ↗Aug 2026
NDVI and NDMI for Environmental Monitoring: What the Maps Really Mean
A practical guide to using NDVI and NDMI for seasonal comparison, vegetation and moisture screening, quality control, and field prioritisation.
Read article ↗RECOGNITION & PROFESSIONAL PROOF
Independent evidence, explained in context.
Certificates and national awards are presented with what they demonstrate, why they matter, and the original visual evidence—so clients can evaluate more than a badge or title.
START A CONVERSATION
Have a spatial challenge worth solving?
For GeoAI, WebGIS, remote sensing, LiDAR, hydrology, IoT, or a technical partnership, tell me what you are trying to achieve.