Geospatial jobs
...Strong background in geographic information systems (GIS). - Experience with Google Earth and related mapping tools. - Proficiency in software that allows for efficient PDF analysis and KML file editing. - Excellent communication skills to ensure the project is completed according to specifications. This project is best suited for a freelancer who is detail-oriented, has a good understanding of geospatial data, and can deliver a clean, accurate KML file that meets the project specifications....
Backend Developer Needed for 4-App Outdoor Geospatial Suite (Lovable Frontend Complete) Ghostbull LLC has engineered the conceptual blueprints, database workflows, and a high-fidelity frontend UI prototype (fully built and locked in on Lovable) for a unified, four-app outdoor geospatial ecosystem. The suite shares a uniform backend data pipeline to keep cloud and server costs drastically low. The 4-App Suite Includes: 1. Flagship Wildlife Interface: A regulatory-compliant hunting/angling field tracker built with a secure, privacy-first spatial data layout to build deep user trust. 2. Coastal Bounty: Localized Pacific Northwest foraging tracking (razor clams, mushroom zones, tide triggers) with offline safety functionality. 3. Bird Tracker: An authentic citizen-science migrati...
...that material into a polished sequence that can be embedded on our website and sliced into short clips for social media. If you like working with Cesium, , Unreal, Blender, or comparable pipelines, you’ll fit right in—just choose the tools that let you deliver photoreal quality at smooth frame rates in a browser and as a standalone video file. Deliverables • Complete 3D scene with geospatial accuracy and high-resolution PBR textures • One master fly-through (1080p or higher, 60 fps) plus cut-down edits for socials • Optimised web build so stakeholders can pan around the model in real time after viewing the animation Acceptance criteria • Buildings, streets, and key landmarks match provided GIS/CAD footprints within ±10 cm &bu...
...Streamlit application at and I’m ready to take it beyond simple charts. The priority is to introduce richer, more flexible data-visualization options so users can explore insights from multiple angles without leaving the app. Think along the lines of Plotly, Altair, or Bokeh for interactive plotting and, where appropriate, libraries such as PyDeck or Holoviews for geospatial or high-density data. Alongside the new visuals, I’d like the app to hook directly into well-established data-analysis tools. A seamless bridge to pandas workflows—or even lightweight integration points for Jupyter-based notebooks—will let power users push data back and forth without manual exports. Key deliverables • Add advanced, interactive visualizations that slot natural...
...Streamlit application at and I’m ready to take it beyond simple charts. The priority is to introduce richer, more flexible data-visualization options so users can explore insights from multiple angles without leaving the app. Think along the lines of Plotly, Altair, or Bokeh for interactive plotting and, where appropriate, libraries such as PyDeck or Holoviews for geospatial or high-density data. Alongside the new visuals, I’d like the app to hook directly into well-established data-analysis tools. A seamless bridge to pandas workflows—or even lightweight integration points for Jupyter-based notebooks—will let power users push data back and forth without manual exports. Key deliverables • Add advanced, interactive visualizations that slot natural...
...capacity, geofenced distance, and operating hours. No ML used here by design — rules are more reliable and auditable for hard constraints. Ranking layer — Weighted multi-criteria scoring engine (urgency, capacity-match ratio, distance, pickup deadline, compatibility) to prioritize among feasible matches. Tech stack: Python, LangChain (LLM orchestration + structured extraction), PostgreSQL + PostGIS (geospatial feasibility filtering), FastAPI, MLOps-style modular architecture (component → entity → config → pipeline → ) Key engineering decisions / talking points (for interviews): Deliberately kept LLM scope narrow (extraction only) instead of letting it make matching decisions — improves reliability, auditability, and cuts inference cost. Separ...
I need a comprehensive set of GIS map layers that accurately represents the curren...Two high-resolution static map exports (A1 PDF and 4K PNG) and a lightweight, tiled web layer package suitable for hosting on ArcGIS Online or Leaflet. I’ll supply any proprietary data I already own, but you may need to source reliable open data, digitise missing features, and perform light geoprocessing so everything aligns perfectly. Please include a short note on your experience with Indian geospatial datasets, mention the software you’ll use, and outline a rough timeline broken into logical milestones (data gathering, cleaning, cartography, final delivery). Accuracy, clean topology, and clear attribute tables are critical acceptance criteria. I’m ready to start as soon as I...
I’m preparing an urban-planning study and need a hand turning raw field readings collected in SW Maps into materials that stakeholders can grasp at a glance. Here’s the flow I have in mind: you’ll first help configure SW Maps to capture the geospatial features I’m surveying on-site, then extract those layers and attributes into a clean dataset. From there, I’d like two complementary deliverables: • A presentation-ready map (or slide deck) that visually pinpoints findings, allowing me to walk decision-makers through locations, trends and any anomalies. • A well-structured Excel workbook where every point, line or polygon is listed in clear tabular form, ready for further analysis or integration with other planning tools. Accuracy and cla...
...dependency conflicts) Improve the AI Copilot with real LLM integration (Anthropic/OpenAI API) instead of the current rule-based fallback Add authentication / multi-user support Connect a real GPS/IoT data source to Fleet Tracking General UI/UX polish and mobile responsiveness Code review and refactor for production readiness Ideal Candidate Strong Python + Streamlit experience Familiarity with geospatial tools (Folium, OSRM, or similar routing APIs) Comfortable with scikit-learn / basic ML model integration Bonus: experience with disaster-response or logistics-domain applications Deliverables Working, deployed Streamlit app (Community Cloud or platform of your choice) Clean, commented, version-controlled code (GitHub) Brief documentation of any changes made Timeline & Bu...
...Listing Flow: A fast, multi-step form to upload photos, title, price, and auto-tag location in under 60 seconds. Communication Hub: Real-time chat rooms tied to listing IDs, plus direct calling and "Make an Offer" triggers. Admin Moderation: Basic dashboard to review listings, manage reports, and handle user bans. Next Steps: If you have experience building scalable mobile marketplaces, handling geospatial queries in PostgreSQL, and building smooth Flutter UIs, please share: Examples of 2–3 production mobile apps you’ve built (specifically listing or chat apps). Your standard availability (hours/week) and estimated timeline/budget for an MVP scope like this. Looking forward to your response!...
...Shipper and Driver apps featuring OTP login, real-time map tracking, status updates, and full RTL layout support (Arabic, Kurdish, English). Web Portals (Admin & Transport Company): Web dashboards for platform administration, dynamic pricing configuration, company fleet management, job dispatching, and cash-commission ledger tracking. Backend & Database: Secure REST/GraphQL backend with PostGIS geospatial matching and push notifications. Payment Model: Cash-on-Delivery with an automated platform commission balance ledger. What We Are Looking For: Proven experience in Flutter, Node.js/Go, and relational databases (PostgreSQL). Strong understanding of map integrations, geolocation queries, and push notification services. Ability to deliver a clean, well-documented, a...
...through a real-time 3D geospatial plugin and drops AI-placed lighting, vegetation, and housing on top. Now I need this pushed to a true production standard on Windows. The goal is a fully repeatable world-generation toolkit that any teammate can clone, run, and extend without touching the level itself. Each specialist module—lighting, vegetation, and housing—should live in its own folder with a clearly structured JSON/INI config rather than baked-in edits. When a user feeds latitude-longitude coordinates, the system must stream the appropriate tiles, apply procedural terrain adjustments, then hand off to the content pipeline so each module populates its domain autonomously. Key requirements • Single-click or command-line build that fetches terrain via the geos...
Job Title: Freelance Geospatial Data Engineer (Satellite Imagery, GEE Automation & VPRM) Job Overview. We are seeking an experienced Freelance Geospatial Data Engineer to build, automate, and maintain data pipelines for satellite imagery and biospheric carbon flux models. In this role, you will focus heavily on automating Google Earth Engine (GEE) workflows to orchestrate environmental data pipelines supporting the Vegetation Photosynthesis and Respiration Model (VPRM). You will be responsible for programmatically extracting remote sensing indices across both legacy/coarse-resolution data (MODIS) and modern high-resolution streams (Sentinel-2), writing optimized outputs directly to Cloud Storage Buckets for downstream modeling. Key Responsibilities Multi-Satellite Pipe...
I am undertaking a city-scale urban management initiative that balances two priorities in equal measure: updating our official zoning schema and creating a comprehensive, GIS-ready street-naming database. The goal is to deliver a single, authoritative geospatial layer that planners, utility companies, emergency services, and the public can rely on. Scope of work • Compile, clean, and geocode all existing street centre-lines, then apply a logical, culturally appropriate naming convention. • Digitise or reconcile current zoning ordinances into one seamless city layer so every parcel clearly reflects its designated land-use category. • Ensure every feature is topology-clean and compatible with common platforms such as ArcGIS Pro, QGIS, and web-map services (WMS/WF...
...any requirements you have not used in production. Please keep your application and initial communication on this platform. Screening questions 1. How many years have you used TypeScript and Node.js professionally? Describe one production NestJS system you worked on, your role, and the dates. 2. Describe your PostgreSQL/Prisma/PostGIS and Redis/BullMQ experience. Give a concrete example of a geospatial query and a queue workflow you implemented. 3. Describe a production scraping project using Playwright/headless browsers, Cheerio or jsdom. Which tools did you personally use, and how did you handle failures and anti-bot challenges? 4. Describe an LLM structured-extraction pipeline, including output validation, evaluation methods and cost controls. Also summarize your hands-on exp...
My production-grade web application currently mixes ArcGIS JavaScript API 3.x and 4.x code. I want the entire front-end moved to the latest 5.x release so I can take advantage of its modern framework, performance improvements and long-term support. Core workflows to preserve • Geospatial data management remains the heart of the app. • Users must still add, remove and reorder layers, change symbology and toggle visibility exactly as they do today. • Interactive maps with pop-ups have to remain responsive and accurate. • Custom widgets and tools (including a bespoke polygon editor that lets users query, create and edit vector features) must be rebuilt or refactored so behaviour is unchanged. Upgrade goals Beyond parity, I’d like the user interfa...
Remote Sensing + AI/ML Model for Identification of 10 Major NTFP Species in Jharkhand, India We are looking for an experienced "Remote Sensing / Computer Vision / Geospatial AI developer" to develop or fine-tune an AI/ML model capable of identifying and mapping "10 major Non-Timber Forest Product (NTFP) tree species in Jharkhand, India" using remote sensing imagery. Target Species 1. Sal 2. Mahua 3. Kusum 4. Tamarind 5. Kendu 6. Palash 7. Chironji 8. Amla 9. Harra 10. Bahera Objective The objective is to develop a reliable workflow that can identify these species from remote sensing data and ultimately generate a **species-wise tree inventory/map**, including tree locations and counts. Scope of Work We are open to either: Developing a new model from scrat...
...Spatial Data Processing and Hydrological Reporting Project Budget: $250 USD Project Description: We are seeking a GIS and spatial data specialist to assist with a catchment-scale land-cover and hydrological mapping task. Scope of Work: Process spatial elevation and terrain datasets for a localized catchment area. Analyze multi-temporal vegetation indices and land-cover data using cloud-based geospatial platforms. Generate raster outputs representing catchment physical factors. Compile a structured, high-level technical report summarizing the data inputs, resolutions, and mapping methodology. Requirements: Strong experience in GIS processing and cloud-based spatial programming. Ability to deliver clean spatial data outputs and professional technical text. Familiarity with standard...
...onboarding * Build long-term client relationships and recurring business opportunities * Focus on genuine, qualified projects rather than spam or unverified leads ## IT Services We Offer * Website Development * Web Application Development * Mobile App Development * Custom Software Development * AI/ML Solutions * AI Automation * ERP & CRM Development * API Integration * Cloud & DevOps * GIS & Geospatial Solutions * Data Analytics * Software Testing & QA * IT Support & AMC * UI/UX Design * Digital Transformation ## NON-IT / BPO / ITES Services * Data Entry * Data Processing * Data Digitization * Data Annotation & Labeling * Medical Coding * Medical Billing * Healthcare BPO * Back-Office Operations * Non-Voice BPO * Document Processing * Data Management ...
Project Details $15.00 – 25.00 USD per hour Title: Geospatial Backend Developer Needed for Google Earth Engine Integration Project Description: We have built an interactive web application prototype that serves as a powerful dashboard for geospatial analysis. The frontend is built with and React, and it currently simulates the display of various satellite imagery layers (e.g., NDVI, Landsat, Sentinel-2) using mock data and static tile URLs. The goal of this project is to replace these mock integrations with a live, dynamic backend service. We need an experienced developer to build the core data pipeline that will connect our application to real satellite imagery APIs, with the initial focus on Google Earth Engine, and later Planet and Blacksky imagery. This is the fir...
...decision-makers, companies, and organizations professionally. * Introduce **GenIgnite Technologies** and understand the prospect's requirements. * Identify opportunities for: * Website Development * Web Application Development * Mobile App Development * AI/ML Solutions * AI Automation * ERP & CRM Solutions * Software Development * API Integration * Cloud & DevOps * GIS & Geospatial Solutions * Data Processing & Data Entry * BPO/ITES & Back-office Services * Medical Billing & Healthcare Processes * Data Annotation & Labeling * Digital Marketing and other IT-enabled services * Qualify leads and share project requirements with our internal team. * Follow up with prospects regularly. * Participate in discussions and nego...
...Looking For We prefer a developer/team with experience in: - Mobile application development - Offline-first mobile architecture - GPS/GIS and polygon mapping - REST APIs - Database optimization - Data synchronization - Conflict resolution and duplicate prevention - Backend development - Web administration dashboards - Agricultural or field data collection applications - EUDR, GIS, forestry, or geospatial systems would be an advantage The selected freelancer will be given access to the existing source code and technical environment after engagement. Important: Because this is an existing institutional project, detailed information regarding the organization, country of implementation, source code, server credentials, and internal system architecture will only be disclosed to t...
...obtaining crucial government permits for our Chinese data collection team's upcoming fieldwork. The goal is to ensure all legal approvals are secured before our team arrives, enabling seamless, lawful geodata collection. **Primary Tasks:** 1. Obtain the following two core official permits: - Autonomous vehicle road test approval (Ministry of Transport and related authorities). - Road geospatial/mapping data collection license (Mapping Regulatory Authority approval). **Deliverables:** - Formal, valid permits issued by relevant Kazakh government departments. **Timeline:** - All procedures must be completed within 45 business days and before the team’s arrival in Kazakhstan. **Key Requirements:** - All permits must be secured before the entry of our Chinese dat...
I will design and develop a modern, professional, fully responsive WordPress website for your land surveying and geospatial services business. The website will be structured to establish a strong online presence, showcase your services and completed projects, build credibility with potential clients, and make it easy for visitors to contact you. The project will include the Homepage, About Us, Services, Projects/Portfolio, and Contact pages, along with a contact form, WhatsApp and phone call to action options, email and social media links. The website will be optimized for mobile, tablet, and desktop devices, with a clean and professional corporate design based on your preferred style and reference websites. I will also implement basic SEO setup, mobile optimization, and performan...
I will design and develop a modern, professional, fully responsive WordPress website for your land surveying and geospatial services business. The website will be structured to establish a strong online presence, showcase your services and completed projects, build credibility with potential clients, and make it easy for visitors to contact you. The project will include the Homepage, About Us, Services, Projects/Portfolio, and Contact pages, along with a contact form, WhatsApp and phone call to action options, email and social media links. The website will be optimized for mobile, tablet, and desktop devices, with a clean and professional corporate design based on your preferred style and reference websites. I will also implement basic SEO setup, mobile optimization, and performan...
...marine, oceanographic, weather, environmental, geographic and destination data. We are looking for a strong Data / AI / Machine Learning Engineer to help build the data and intelligence infrastructure behind the platform. This is not primarily a frontend or UI development role. We need someone who is very comfortable working with large datasets, APIs, web scraping, automated data pipelines, geospatial data, historical and forecast data, oceanographic datasets, and scoring/recommendation models. Experience working with marine weather, oceanographic, coastal or environmental data is a major advantage. What you will work on You will help us: * Collect and structure data from multiple public and commercial data sources * Research and identify reliable marine, weather, environm...
Job Title: Senior DevOps Engineer: Kubernetes & PostGIS Infrastructure Project Overview: We require a DevOps engineer to deploy and manage the infrastructure for a microservices-based spatial data platform. The system architecture relies on a unified PostgreSQL/PostGIS database serving specialized map tile, geocoding, and rou...and n8n workflows to automate scheduled data ingestion (osmium/osm2pgsql) and health checks. Required Freelancer Qualifications: * Proven track record deploying and managing Kubernetes clusters in production environments. * Direct experience configuring High Availability PostgreSQL databases. * Experience implementing modern API Gateways and configuring traffic rules. * Prior experience with geospatial stacks (PostGIS, Martin, OSM data pipelines) is hig...
I need a short, premium-looking product demo that instantly shows potential clients how effortless, powerful and valuable Cyne Visuals is. Cyne Visuals is our web-based GIS and geospatial-visualisation platform for drone surveys, terrain, elevation, point-clouds and related spatial data. You will receive high-resolution screenshots and raw screen recordings of the live UI. Your task is to turn them into a modern motion-graphics or edited screen-capture video that feels enterprise-grade while still staying authentic to the actual interface. Subtle callouts, clean kinetic text, and light music or SFX that keep the focus on the app are welcome, as long as the final piece communicates: • ease of use • advanced analytical capabilities • a clear value proposition f...
Bidders must show sample of surfer work. I need an experienced Surfer (Golden Software) user to turn my geospatial data into clean, publication-ready 3D surface maps. The raw XYZ datasets are already organised; what’s missing is the skilful interpolation, fine-tuning of colour palettes, hill-shading, and the final export of layered files that I can drop straight into reports and presentations. Pay per map long-term work for right candidate
I have a dataset that needs to be transformed into a clear, accurate topographic map focused on hydrography—rivers and lakes are the central layers I want highlighted. Using ArcGIS Pro (or ArcMap if you prefer), I need you to: • Run the geospatial analysis necessary to extract and clean the hydrographic features from my source files. • Generate elevation shading and contours so the terrain context is obvious without cluttering the water data. • Style the final map so river networks, lake boundaries, and relevant labels stand out at both small‐ and large-scale zoom levels. The finished deliverables should include: 1. A fully layered ArcGIS project file (.aprx or .mxd) with symbology intact. 2. A high-resolution PDF and a web-optimised image (PNG or JP...
... CAD import support Authentication JWT / OAuth Deployment Windows desktop application Optional web dashboard --- Deliverables Complete source code Database schema Documentation Installation guide User manual Admin manual API documentation Sample 3D environment Testing reports 3 months of bug-fix support --- Desired Freelancer Skills Unreal Engine 5 or Unity GIS and geospatial development 3D modelling and CAD workflows PostgreSQL/PostGIS Python or .NET backend AI/ML integration Desktop application development Simulation systems Technical documentation...
I am looking for a geospatial data processing scientist/specialist to collaborate on LiDAR and photogrammetry projects with mandatory and specific certifications. ***ASPRS Certification: Certified Mapping Scientist – Lidar or Certified Photogrammetrist or Certified Lidar Technologist.*** Mandatory requirements: 1. Verifiable experience with: / TerraModeler Metashape Professional 2. Solid knowledge of: a. GNSS (RTK / PPK) b. Topographic survey c. Ground Control (GCPs) d. Coordinate systems and transformations e. Quality Control (QA/QC) 3. Experience in: a. LiDAR Point Cloud Classification b. Generation of DTM, DSM and DEM c. Creating contour lines d. Orthomosaics e. Feature extraction f. Horizontal and vertical accuracy review Required: ASPRS Certification:
I have a set of raw geospatial layers coming from various sensors in the field, and I need those data transformed into clear, insightful maps. Your main focus will be mapping and visualization, so deep experience with Esri ArcGIS — and an up-to-date ArcGIS certification to prove it — is essential. Scope of work The project starts with cleaning and organising sensor-derived geospatial data, building a solid geodatabase where needed, and then designing map products that communicate patterns at a glance. Think thematic maps, interactive web layers and printable layouts that decision-makers can digest quickly. Because most of the insight must be drawn visually, cartographic finesse and a good handle on symbology, annotation and scale-dependent rendering are all imp...
Hiring a Commission-Based Tech M&A / B2B Deal Sourcer ($3k–$10k Cash/Deal) We are seeking an independent Tech M&A Advisor, Software Deal Sourcer, or Enterprise Sales Specialist to help place our complete, production-ready software IP and regional white-label licenses. The Asset (Sparkey Ecosystem) Backend & Cloud: High-concurrency Golang microservices, persistent WebSockets, PostGIS geospatial engine, and auto-scaling GCP Kubernetes manifests. Frontends: 5 Enterprise React Portals (Gemini AI Master Admin, Sponsor Hub, Agent Desk, Driver Workspace, Customer Suite). Mobile: 2 Live, Play Store-approved native Android apps (Rider & Driver Bidding). Deal Structures & Your Commission We are offering two acquisition models for IT agencies and software consu...
Project Description Overview We are building a large-scale Enterprise AI Data Fusion Platform capable of integrating multiple structured and unstructured data sources into a unified analytics environment. The platform will leverage modern AI, graph analytics, geospatial visualization, machine learning, natural language processing, and advanced search technologies to deliver actionable insights from large datasets. This is a greenfield project with a long-term roadmap. We are seeking highly experienced software architects and senior AI engineers capable of designing scalable, enterprise-grade systems. ________________________________________ Core Capabilities AI-Powered Search • Natural language search • Semantic search • Entity lookup • Context-aware retrieval &b...
...images. This dataset will be used for AI model training, evaluation, benchmarking, and dense captioning use cases. The project requires a strict distribution of 5,000 images per domain across the following 10 domains: 1. General Science (Microscopy, lab experiments, molecular diagrams, charts, etc.) 2. Maps & Technical Diagrams (Transit maps, floor plans, network/process flowcharts, etc.) 3. Geospatial / Satellite (Satellite/drone imagery, GIS visualizations, topographic maps, etc.) 4. Agriculture (Crop diseases, plant growth stages, farm machinery, irrigation, etc.) 5. Robotics (Robotic arms, warehouse automation, LiDAR visualizations, etc.) Apart from These ( Urgent) 1. Semiconductors Engineering (Wafer photos, die shots, chip layouts, PCB-mounted chips, etc.) 2. Manufac...
...Freelancer; the participant’s role is to evaluate, interpret, and test how the report fits into their professional workflow. This pilot is intended for professionals who already work in landscape design, GIS mapping, environmental consulting, irrigation planning, drone mapping, agriculture, land evaluation, or sustainability-related site assessment. The ideal participant should be able to interpret geospatial, environmental, or soil-related information and turn it into practical written observations that a non-technical client can understand. Relevant Experience May Include GIS mapping, QGIS, ArcGIS, Google Earth Engine, or remote sensing Soil analysis, drainage review, irrigation planning, or landscape site assessment Environmental consulting, land-use planning, agricul...
...confirmations and cancellations. • Secure payments: escrow on booking, release on lesson completion, simple commission logic configurable from an admin panel. • Ratings & reviews plus basic messaging so student and tutor can chat before meeting. Tech expectations A modern stack that scales—React or Vue for the web, Kotlin or Flutter for Android, and a cloud backend (Node, Django, or similar) with geospatial queries. I’m flexible on exact tools as long as you can justify the choice and hand over clean, well-documented code with deployment scripts. Deliverables 1. Android APK and Play Store-ready bundle 2. Responsive web app deployed to my cloud account 3. Source code repo with README and setup instructions 4. Post-launch bug-fix support fo...
..._______________ 17. Expected Outcomes • Efficient collection of publicly available NGO information • Reduced manual effort • Structured datasets for research and reporting • Faster search and filtering • Improved data organization • Reusable analytics platform ________________________________________ 18. Future Enhancements • Scheduled incremental updates • Advanced data validation • Geospatial visualization • Multi-user authentication • REST API for data access • Cloud deployment • Automated reporting • Machine learning–based data quality checks ________________________________________ 19. Conclusion The proposed NGO Darpan Data Extraction and Management System provides a scalable framework...
...logging, alerting. - Production-grade Python backend (FastAPI/Flask), Docker, AWS, PostgreSQL. **Seniority** - 5+ years, with at least one full cycle of shipping *and operating* an ML system that had real users and real failure modes. Kaggle competitions and demos don't substitute for this. - Comfortable operating with significant ambiguity and no safety net. **Nice to have, not required** - Geospatial/GIS experience (PostGIS, OS MasterMap, QGIS). - Prior proptech exposure. - UK planning/RICS domain familiarity. - FCA/FSMA-adjacent compliance experience. ## Practical - British National (Overseas) / right-to-work in the UK required; we cannot sponsor at this stage. - Compensation: competitive salary, cash only — no equity. Open to a fractional/contract arrangement (3...
I’m putting together a lean proof-of-concept that mines Satellite imagery and GIS layers with AI so I can validate a larger platform idea. The goal at this stage is pure data analysis: ingest the two data sources, run machine-learning workflows that surface patterns or anomalies, then surface the results through a minimal interface or notebook I can demo to stakeholders. A typical stack for me would be Python with GeoPandas, rasterio, TensorFlow or PyTorch, plus PostGIS or a lightweight spatial database—but I’m open if you have a smarter path. What matters is that the pipeline reliably pulls in the imagery and vector layers, cleans and aligns them, applies the models, and outputs clear, reproducible insights. Please attach past work that proves you’ve built someth...
...pieces most relevant to this job — ideally combining with maps/geospatial data, or an artistic/atmospheric WebGL scene 2. A live working demo link, if you have one (CodeSandbox, GitHub Pages, personal site, etc.) 3. A short (2–4 sentence) explanation of your technical approach to anchoring a object inside a Mapbox GL custom layer 4. Your estimated timeline and price 5. Written confirmation you can deliver full editable source files and agree to the ownership terms above 6. Your availability (hours/week) and earliest start date Category & Skill Tags **Category:** 3D Modeling & Animation / Web Development **Tags:** , WebGL, Mapbox GL JS, JavaScript, GLSL, Shaders, 3D Modeling, Particle Effects, Geospatial Visualization ## Additional Notes for Applican...
...evaluated — entries that can't produce one will be disqualified. Logo & Brand Identity for Hyper Locus — Geospatial Software Studio About Hyper Locus Hyper Locus is a geospatial software studio. We build web, desktop, and mobile location-based software, provide GIS consultancy, and write technical content for the geospatial developer community. Our work sits at the intersection of precise data and real-world places — mapping, spatial analysis, location intelligence. About the name "Locus" has a double meaning we like: in everyday language it simply means "place." In mathematics, a locus is the set of all points that satisfy a particular condition — which is, in a sense, what geospatial software does: d...
...previously deployed. Key Technical Requirements & Scope: Backend: Laravel Framework (PHP) – Secure RESTful APIs, robust queue management to handle high-frequency vehicle data pings, and cloud-native architecture. Frontend: Vue.js – High-performance Single Page Application (SPA) for a clean, responsive operator and admin dashboard. Database: PostgreSQL with PostGIS extension (Mandatory for advanced geospatial data, live tracking, and geofencing calculations). Mobile App: Flutter – Cross-platform architecture ready for a seamless driver/hirer environment with offline data synchronization features. Core Framework Gaps to Address: Integration of live GPS/IoT gateways, dynamic routing & mapping APIs (Google Maps/Mapbox), core booking calendar algorithms...
...platform that helps entrepreneurs and retailers evaluate commercial locations using geospatial data, competitor analysis, demand signals, and AI-powered insights. Current Stack: * 15 * TypeScript * Supabase * Google Places API * OpenStreetMap (Overpass) * OpenAI API Current Status: The platform is already functional and actively under development. We are not looking for a full rebuild. We are looking for a small team (2–5 people) or boutique agency to help improve the platform and accelerate development. Scope of Work: 1. Review existing architecture and codebase. 2. Improve location scoring and ranking models. 3. Improve report quality and business intelligence outputs. 4. Implement advanced geospatial and location intelligence features. 5. Improve dashboard ...
...beneath the design for extra visual context. Key expectations – The finished GeoPDF should load in Avenza with the blue-dot GPS position reading correctly anywhere on site. – Panning/zooming must keep the irrigation features perfectly aligned with the satellite backdrop. – All embedded layers remain selectable so individual features can be measured or queried. Deliverables 1. Final geospatial PDF ready for Avenza. 2. A brief note on the coordinate system and control points you used. 3. Any auxiliary files (e.g., world file) if they help with future edits. If you have experience turning engineering plans into field-ready Avenza maps, this should be straightforward. I’m happy to answer questions and can supply additional site control point...
...previously deployed. Key Technical Requirements & Scope: Backend: Laravel Framework (PHP) – Secure RESTful APIs, robust queue management to handle high-frequency vehicle data pings, and cloud-native architecture. Frontend: Vue.js – High-performance Single Page Application (SPA) for a clean, responsive operator and admin dashboard. Database: PostgreSQL with PostGIS extension (Mandatory for advanced geospatial data, live tracking, and geofencing calculations). Mobile App: Flutter – Cross-platform architecture ready for a seamless driver/hirer environment with offline data synchronization features. Core Framework Gaps to Address: Integration of live GPS/IoT gateways, dynamic routing & mapping APIs (Google Maps/Mapbox), core booking calendar algorithms...
...Searchable/OCR-friendly PDF (PDF/A where possible) • Multi-page PDFs, TIFFs • Text & office formats • DOCX, RTF, TXT • XLSX, CSV (spreadsheets; price lists, labour rates, BOQ exports) • Excel templates used by your ERP • Web / API data • REST APIs (JSON), SOAP/XML, HTML scraping of supplier portals Email / messaging • EML / MBOX (for parsing email attachments/requests) — helpful but optional • Geospatial / mapping (if applicable) • GeoJSON, Shapefile (.shp) Miscellaneous • Annotated/overlay formats (DXF layers, PDF markups) • Versioned files and common archive formats (ZIP, 7z) Ideal Skills & Experience Technical ML / CV • Strong ML/computer‑vision building production CV systems (obje...
