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    687 geospatial робіт знайдено, ціни вказані в USD

    As a client, I am in need of a skilled ArcGIS Developer who can help me achieve the following: 1. Map Creation and Visualization: - Utilize ArcGIS to create ...data layers and interactive features into these maps. 2. Spatial Analysis and Geoprocessing: - Implement geoprocessing tasks for thorough spatial analysis. - Harness the power of ArcGIS tools to produce valuable insights from geospatial data. Experience with ArcGIS API integration will be a bonus, as future tasks may require this skill. A strong comprehension of geospatial principles, mapping concepts, and data analysis is vital. The ideal candidate should possess a knack for problem-solving, attention to detail, and a refined perspective on geospatial data interpretation. The program is written in ...

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    As a project contributor, part of your role includes the creation of a Python plugin for QGIS. I don't require any specific API integrations for this project. Following are the ideal skills and experience needed: - Comprehensive understanding of Python programming - Previous experience in writing Python plugins for QGIS - Good grasp on GIS concepts and geospatial data analysis - Strong background in data visualization I need the project to be completed within a month. Looking forward to a seamless experience with the right expert to meet this need. I have a code in Python 3 and I would like to transform this code to plugin with graphic interface. This plugin should load two files: xls and shp

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    Advanced ArcGIS Developer Required Закінчився left

    As a client, I am in need of a skilled ArcGIS Developer who can help me achieve the following: 1. Map Creation and Visualization: - Utilize ArcGIS to create ...data layers and interactive features into these maps. 2. Spatial Analysis and Geoprocessing: - Implement geoprocessing tasks for thorough spatial analysis. - Harness the power of ArcGIS tools to produce valuable insights from geospatial data. Experience with ArcGIS API integration will be a bonus, as future tasks may require this skill. A strong comprehension of geospatial principles, mapping concepts, and data analysis is vital. The ideal candidate should possess a knack for problem-solving, attention to detail, and a refined perspective on geospatial data interpretation. The program is written in ...

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    I am looking for a freelancer to collaborate with me on a geospatial and multilevel analysis project in Obstetric Fistula research. Specific techniques needed for this project include: - GIS Mapping The main objective of this research is to: - Identify contributing factors to Obstetric Fistula There is no preferred software or platform for this analysis. Ideal skills and experience for this job include: - Proficiency in GIS Mapping - Knowledge of geospatial and multilevel analysis techniques - Familiarity with Obstetric Fistula research - Ability to identify contributing factors in research data - Strong analytical and data interpretation skills If you are interested in collaborating on this project, please submit a proposal detailing your relevant skills and experi...

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    ...real please respond with the frameworks you will use to produce this map. I am looking for CREATIVE with Experience. Your role will involve: - Utilizing various data sources, from satellite imagery to geospatial data sets and even user generated data, to create the most accurate and aesthetic maps possible. - Bringing the maps to life with interactive features, such as layer control and data filtering & querying abilities. Skills and Experience: - Proven experience with GIS and Data visualization - Understanding of how to work with varied data sources like Satellite Imageries, Geospatial datasets, and User-generated data - Familiarity with creating Advanced Map Layer Control and proficient in Data Filtering and Querying components. A rare opportunity for map en...

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    I'm in need of a skilled technician, ideally with strong geospatial data and GPS technology experience, to locate a specific object via the exact GPS coordinates associated with a particular cell phone number. This will be a one-time recovery, rather than needing continuous tracking. In addition, expertise is needed in scrutinizing AVL records databases, as I require the recovery and extraction of specific vehicle movement history data. Accuracy and precision are imperative- the ideal candidate will possess: • Strong understanding of GPS technology • Proven experience with geospatial data • Ability with AVL record database extraction • Excellent analysis and data recovery abilities • Attention to detail and a high degree of accuracy. P...

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    ...experienced content writer who excels at creating technical LinkedIn posts in the fields of Geographic Information Systems (GIS), python, automation, and data science. Ideal candidates should: - Be proficient in using Google docs for work management and must be able to deliver tasks daily. - Have a comprehensive understanding and expertise in GIS, specifically in Remote Sensing, Spatial Analysis, and Geospatial Data Visualization. - Demonstrate experience in writing medium-length technical posts (300-500 words). - Adopt an informative and direct writing style that relays complex information in a concise manner. - Be receptive to feedback and committed to making necessary revisions for quality assurance. The right fit for this project will embrace our collaborative process and s...

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    Experienced GIS Developer Needed Закінчився left

    I'm seeking an expert GIS developer who has extensive experience with Python and ArcGIS. Your main task will involve: - Developing GIS software and applications - Integrating GIS data with other systems. The ideal freelancer for this project should have a high level of expertise in Python and ArcGIS. Firm grasp on spatia...main task will involve: - Developing GIS software and applications - Integrating GIS data with other systems. The ideal freelancer for this project should have a high level of expertise in Python and ArcGIS. Firm grasp on spatial analysis and map creation will also be a plus. This requires an individual with exceptional problem-solving skills, a keen eye for detail, and a deep understanding of geospatial concepts. If this sounds like you, feel free to bid o...

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    ...Back-End Development: Server-Side Development: Develop a server-side application using a suitable technology stack (e.g., Node.js, Ruby on Rails, Python/Django, etc.) to handle requests, manage user data, and coordinate service requests. Database Management: Set up a database to store user profiles, service providers' information, service history, and user reviews. Geolocation Services: Implement geospatial data storage and queries to manage service providers' locations. Notifications: Incorporate push notifications to keep users informed about their service requests and updates. Service Provider Portal: Create a portal for mechanical shops and mechanics to register, list their services, and respond to service requests. Payment Integration: Integrate a secure pay...

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    A reliable programmer Закінчився left

    I am looking for a reliable programmer with advanced skills in Python, C++, SQL, Java, for ongoing work. The ideal candidate should have experience in handling complex programming tasks. Must haves C++ Python data processing and pipelining experience Pandas GeoPandas Data processing with parallelization Data pipelining Plusses Geospatial Data Experience with point cloud, raster, and vector geospatial data Experience with coordinate systems Distributed computation knowledge Skills and experience required: - Advanced proficiency in Python - Strong problem-solving skills - Experience in handling complex programming tasks - Ability to work on ongoing projects - Good communication skills to understand project requirements and provide updates - Attention to detail and ability ...

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    ...performance. Collaborate with stakeholders to understand and incorporate specific requirements into the system. Test and debug the system to ensure optimal performance and reliability. Stay updated on emerging technologies and industry trends to continuously improve the system. Qualifications: Proven experience in web development with expertise in frontend and backend technologies. Familiarity with geospatial data and the ability to integrate and analyze such data. Strong knowledge of AI and machine learning algorithms for predictive modeling. Experience in developing interactive and user-friendly graphical interfaces. Understanding of water well construction, hydrogeology, and related domains is a plus. Excellent problem-solving skills and attention to detail. Ability to work i...

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    Trophy icon logo design Закінчився left

    is in need of a modern and clean logo design that reflects the essence of the business. We currently have a logo that was created in canva to start off with but now need something based on the original that is uniquely ours. About our company: is a geospatial data provider to large commercial business around climate risqué largely using satellite data and AI We need the following - Logo design which includes a graphic and text but version of them separated(please note a graphic AND text ) - specific colour codes for our branding - versions on the logs in above colours - all of the above in multiple file formats - Font style for our brand, font that is found in google docs, canva, word etc. we just need a consistent font for our brand

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    Emerging hotspot analysis Закінчився left

    I am looking to hire a freelancer for the task of analyzing an emerging hotspot. Ta...temperature variation in summer for every year and I need to identify hotspots and cold spots of temperature changes for the area. The issue is that I have only raster images to preform this emerging hot spot analysis and all the tutorials I have seen on web are using vector data. I am able to provide geospatial data sets as part of this analysis. The intended end use for this analysis is academic research. I am looking for someone with strong analytical skills and experience working with geospatial data. If you have the necessary expertise to deliver on the tasks required to carry out a detailed analysis of an emerging hotspot and you are interested in taking on this project, please send ...

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    ArcGIS pro (Geospatial Surveying) Закінчився left

    I am looking for a freelancer in the field of Geospatial Surveying The freelancer should have good experience with ArcGIS Pro software. I would prefer experts from Pakistan

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    We are looking for a Core-Java senior expert on swing/javafx or python with geotools in depth knowledge on how to implement a Road condition monitoring system and geospatial data. Prefered technologies: javafx, Spring Boot, Python Deliverables Routine pavement monitoring and Assessment surveys, ie condition and damages. Roadside inventory and asset management Road geometry and mapping surveys Road safety assessment Line marking reflectivity Airport runway inspections Automated and quick structural pavement testing meeting the global standard. Automated Mechanistic-empirical analysis of pavement structures.

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    GeoSpatial Data Management Закінчився left

    I am looking for a freelancer to help me with a spatial indexing project. The project involves working with polygon data and the intended use of the spatial index is to improve query performance and data management. The size of the spatial dataset is medium, with 1,000-10,000 records. Ideal Skills and Experience: - Experience working with polygon data - Proficiency in spatial indexing techniques - Strong knowledge of query optimization - Familiarity with data management systems - Attention to detail and ability to handle medium-sized datasets effectively If you have the necessary skills and experience, please apply for this project. Thank you.

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    data visualization -- 3 Закінчився left

    Data Visualization Project - Type of data visualization: Geospatial, tabular and network - Data ready for visualization: Yes - Purpose of the data visualization: Presentation Ideal Skills and Experience: - Proficiency in data visualization tools and software - Experience in creating visually appealing charts, graphs, infographics, and interactive dashboards - Ability to work with geospatial data and create interactive maps - Strong understanding of data analysis and interpretation - Excellent communication skills to understand the client's requirements and present the data effectively in a presentation format.

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    ...looking for support in: 1. Designing the software infrastructure 2. Collaboratively developing the requirements and MVP opportunities 3. Building out the MVP 4. If all goes well, continuing to work together into the future. Preferred Geospatial Library or Tool: OSMnx, GeoPandas, Pandas Data Size and Format: Large, structured data (Big Data) Skills and Experience: - Proficiency in Python - Experience with ML models - Experience in Generative AI Image Formation DALL-E (or similar) - Experience in geospatial data processing and analysis - Knowledge of geospatial libraries and tools such as GeoPandas and Shapely (preferred, but not required) - Strong data analysis and visualization skills - Expertise with web development using Python If you meet these requirements a...

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    I'm looking to build a portal and frontend platform for my business. The development is focused on business management and I have a general idea of what I'd like included, but am open to suggestions and advice from professionals. I think i would prefer the frontend development to be done on webflow. With this project I'm aiming to craft a robus...modern/fun/casual user experience. backend to be a portal to manage service providers and customers. basically a matchmaking system using rules to automatically match customer needs with service provider supplies. Service providers will have plans and images of their products with each product to also have text descriptions. There will need to be a digital twin api to provide a screen render of geospatial data (land plots). c...

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    portal and frontend Закінчився left

    I'm looking to build a portal and frontend platform for my business. The development is focused on business management and I have a general idea of what I'd like included, but am open to suggestions and advice from professionals. I think i would prefer the frontend development to be done on webflow. With this project I'm aiming to cra...professionals. I think i would prefer the frontend development to be done on webflow. With this project I'm aiming to craft a robust and modern/fun/casual user experience. backend to be a portal to manage service providers and customers. basically a matchmaking system using rules to match customer needs with service provider supplies. There will need to be a digital twin api to provide a screen render of geospatial data (land plot...

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    OpenLayers Map Закінчився left

    Project Title: OpenLayers Map Description: I am looking for a skilled freelancer to complete a basic Open Layers map (version 3.0.0) that I have already created: 1) The map should have the ability for users to draw ...for a skilled freelancer to complete a basic Open Layers map (version 3.0.0) that I have already created: 1) The map should have the ability for users to draw points, lines, and polygons. 2) Show the coordinates of the features created. Required Skills and Experience: - Proficiency in OpenLayers and JavaScript - Knowledge of HTML and CSS for map customization - Familiarity with working with geospatial data and GIS concepts - Ability to implement interactivity and user input features If you have the necessary skills and experience, please submit your proposal. ...

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    I am looking for an experienced ArcGIS Dashboard developer who can help to develop a dashboard tailored to my needs. The primary feature I need is data visualization which should be done in 1-2 weeks. I already have the existing data available and just need the help of a developer to create the dashboard. The dashboard should also facilitate geospatial analysis and real-time monitoring. I am looking for someone who has the required skillset and is available to complete the task within the specified timeline.

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    I am looking for a freelancer to create a hazard map using geospatial technology. The purpose of the map is for disaster preparedness and response. The map should cover a local geographical area and include both natural and man-made hazards. Ideal Skills and Experience: - Proficiency in geospatial technology and mapping software - Knowledge of disaster preparedness and response strategies - Understanding of natural and man-made hazards - Experience in creating hazard maps for local areas

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    Geospatial Surveying Закінчився left

    I am looking for an expert in Geospatial surveying with good experience on GIS software. Freelancer must be efficient in report writing I will share the details in chat. ***I would prefer to work with pakistani experts***

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    I'm looking for someone who can setup Geonode (Geospatial Data Management Server) along with Geoserver on Ubuntu Linux (AWS Ec2) hosted on AWS cloud. Sample data should be configured and demonstrated as POC. AWS Cloud Infrastructure will be provided. People with experience in setting up GIS, Geospatial Database Management, Geospatial server environment setup is preferred.

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    To carry out geospatial correlation of provided data pertaining to various types of vegetation with elevation using techniques such as OLS and Exploratory Regression to study how vegetation interacts with the surface and the effect of elevation change on vegetation.

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    GIS Mapping Project Закінчився left

    The candidate will be working on a project for our board of directors to develop an interactive mapping tool. The mapping tool will help us visualise elements such as locations, ONS Data, NHS Data by geographical location. Key Skills – • Knowledge of ArcGis Pro • GeoSpatial Analysis and development of complex calculations across various layers and data sources. • General ArcGis Automation – Automatically feeding data into ArcGis, populating data using dynamic API • Ability to work under pressure • Ability to work to tight deadlines • Excellent communication skills with Board Level • Training and support to enable Analysts to maintain the map moving forward

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    QGIS expert needed Закінчився left

    I am looking for a QGIS expert to assist me with geospatial database management. Skills and experience required: - Proficiency in QGIS software and geospatial database management - Strong understanding of data analysis and map creation in QGIS - Ability to work with existing data and perform necessary modifications and updates - Experience in sourcing and integrating data from external sources, if needed - Knowledge of generating specific visualizations as required by the project - Ability to create visually appealing and informative maps and reports using QGIS The project involves: - Managing and organizing geospatial databases using QGIS software - Working with the client's existing data and performing necessary updates and modifications - Sourcing and integr...

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    Power bi Developer Закінчився left

    I am looking for a Power BI developer who can connect our SQL databases to Power BI and create real-time visualizations with maps and geospatial visualizations. Skills and experience needed: - Strong knowledge of Power BI and SQL databases - Experience in creating real-time data connections - Proficiency in creating maps and geospatial visualizations in Power BI - Ability to analyze and present data effectively through charts and graphs - Attention to detail and ability to meet deadlines.

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    I am seeking a freelancer who can use machine learning models to improve the vertical accuracy of the CARTOSAT DEM. Specifically, I am looking for someone experienced with , Artificial Neural Ne...similar project. The primary data input for this project will be both satellite imagery and ground truth data. The ideal candidate will have a strong background in machine learning technologies, preferably through experience in related projects. However, any successful applicants should possess a solid working knowledge of the relevant machine learning algorithms, and a basic understanding of geospatial data. If you are interested in this project and feel confident that you have the necessary skills to complete it, I look forward to hearing from you. Thank you for your time and consi...

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    ...desktop and mobile devices. Data Display: Utilize Kepler, a powerful geospatial analysis tool, to visually represent the church locations on a map and provide users with an interactive way to explore the data. Masjid Data: The application will display relevant information about each church, including its name, denomination, address, service times, contact information, and more. Required Skills: Proficiency in UI/UX design to create an appealing and user-friendly interface. Experience with Kepler or similar geospatial visualization tools. Strong communication skills to collaborate with our team and understand our project requirements. Deliverables: A visually stunning one-page design that seamlessly integrates Kepler's geospatial capabilities to showcase masji...

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    I am looking for a freelancer who can assist me with data cleansing and cleaning on Oracle Spatial. The specific tasks that need to be addressed include correcting errors in the geospatial data. Ideal Skills and Experience: - Strong knowledge and experience with Oracle Spatial - Proficiency in data cleansing and cleaning techniques - Experience working with geospatial data - Attention to detail and ability to identify and correct errors in the data The dataset that needs to be cleaned is of medium size, with approximately 10,000-100,000 records. If you have the necessary skills and experience, please submit your proposal detailing your approach and timeline for completing the project. Thank you.

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    Geospatial analysis- local morran I Закінчився left

    Coastal restoration project with three 3 types of data. I have a total station data, drone and vegetation data. I need the geospatial analysis to see the autocorrelation.

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    ...countries in the world The relevant higher level administrative officials of the those institutions can use GIS to generate maximum efficiency and benefits on informed business decision making while eliminating discrimination, ambiguity and uncertainty. Tasks Introduction Understand the given tasks based on Sri Lanka Renewable Energy sector using data science domain associate with non-geospatial and geospatial data models. Apply relevant tools, techniques and methodologies found in business analytics subject relevant to the module scope and conduct analysis on different subject matters with the support of source data provided in shape files (.shp), raster files(.asc),comma separated (.csv),text and excel file formats. The data analysis and visual demonstration require...

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    ...Python) I am looking for a skilled developer to create a custom object for representing geographical data on interactive maps using Folium Python. The ideal candidate should have experience in working with interactive maps and be familiar with Folium Python library, and visualisation tools, an expert in Python and LeafletJS. We want an independent set of scripts that given some standardized geospatial data (i.e. netCDF4) is able to reproduce it in a Folium-compiled map (long-term usage from Geoskop’s side). The scripts must be self-sufficient, following PEP standards with accurate descriptions of their functionalities and include quality tests (e.g. how to deal with missing data, not standardized data, etc). Ideally, compiled in a modulable class. See something ...

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    ...ideas but I need help developing my plans. I can provide input and guidance, but I would rely on the expertise of the website designer to bring my ideas to life. I am not sure what else might be suitable at this stage. Further discussion and clarification would be needed to determine what functions might be necessary. Ideal skills and experience for the job include: - Some knowledge in GIS and geospatial data analysis - Strong knowledge of website design principles and best practices - Experience with data visualization techniques and tools - Ability to collaborate and translate client ideas into a functional and visually appealing website If you are a skilled website designer with experience in GIS and data visualization, I would love to hear from you. Please provide example...

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    We are seeking an experienced Unity developer with expertise in WebGL, 3D visualization, and ...project include: - Integrate Google 3D Tiles API into unity to work in Web GL - Developing a 3D tile system specifically for visualization purposes - Utilizing Unity software to create the tile system - Working with geospatial data to accurately visualize it in a 3D environment Skills and experience needed: - Proficiency in Unity and 3D modeling - Knowledge of geospatial data and its visualization techniques - Ability to work independently and meet project deadlines This project is a great opportunity for someone with a strong background in Unity and a passion for geospatial data visualization. If you have the required skills and experience, I would love to discuss the p...

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    ...cannot get it to run correctly anymore. I have no programming skills, so I need someone to fix and run the script. Script and wkt file are attached. The command that I was given to run the script from my terminal is something like: python “path/ ” “path/" Ideal Skills and Experience: - Proficiency in Python - Strong understanding of geospatial data formats and concepts - Experience working with WKT files and geohashing - Familiarity with CSV file formats and data manipulation - Attention to detail and ability to troubleshoot and debug code Project Requirements: 1. Fix script to correctly generate geohashes from a provided WKT file. 2. Ensure the script outputs a CSV file in the desired format (comma separated values). 3. Test the

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    interactive web mapp application Закінчився left

    I am looking for a freelancer to add some functionality on my existing interactive web map application. The ideal candidate should have experience in geospatial web development. Functionalities to be added : - The onclick effect of the table data On clicking the toggle icon (glyph icon) of each table object data in the row, to render the zoom effect of the feature on the map - Side panel when clicking the feature on the map To render a side panel (with feature details that comes from the table) when clicking the feature on the map. Data Layers: - multi polygons Skills and Experience: - Strong knowledge of web development languages and Django frameworks such as Leaflet, HTML, CSS, JavaScript, and jQuery - Experience working with mapping technologies such as Leaflet - Ability to ...

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    I am looking for a developer to create a camera application for Android that includes localization features of ARCore Geospatial API. The ideal candidate should have experience in Android app development and familiarity with ARCore technology. The application should focus on the following requirements: Platform: - The camera application should be developed specifically for the Android platform. AR Features: - The client does not require any augmented reality (AR) features for this project. Localization Features: - The client requires localization features for ARCore to be implemented in the application. Ideal Skills and Experience: - Experience in Android app development. - Knowledge of ARCore technology and localization features. - Ability to implement localization features wit...

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    QGIS urgent assignment Закінчився left

    I am looking for an experienced QGIS expert who can assist with an urgent map creation project. The specific task at hand involves creating detailed and visually appealing maps using QGIS. Ideal Skills and Experience: - Extensive knowledge and experience with QGIS software - Proficiency in geospatial data processing and analysis - Strong understanding of cartography and map design principles - Ability to work efficiently and meet tight deadlines The project needs to be completed within a certain time period, therefore, prompt and reliable communication is essential. If you have a solid background in QGIS and can deliver high-quality map creations in a timely manner, please apply.

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    iOS/Android Mapping Expert Закінчився left

    We are looking for a mapping expert to help implement offline mapping in our Android/iOS apps. End users will select from a pre-defined list of areas, a...mod_tile/renderd. We are open to changing the backend tile server/source if an alternative would be better for our needs. We are looking for someone with extensive experience working with maps on mobile platforms and knowledge of the various different mapping libraries available to select the best implementation strategy to meet our needs. You should also have a strong knowledge of working with map/geospatial data on the back end. Our client apps are built on KMM, using Jetpack Compose for the Android frontend and SwiftUI for iOS. Please start your proposal with the text "Hey Charlie, I love maps!" - this is to weed...

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    GeoSpatial Data Analysis Закінчився left

    Hey there, I'm looking for an experienced GeoSpatial Data Analyst to help with a project. I need to conduct spatial data analysis of geographical information that I have in GeoJSON format. Specifically, the task involves visualizing this data on maps in order to better understand the trends in the area of interest. There's no need for the data to be updated in real-time, however I'd like it to be refreshed periodically. The ideal candidate should have prior experience with data clustering, interpolation, and visualization techniques. If you're up for the challenge, please submit a proposal. Thanks for your time!

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    Python for GEE Закінчився left

    I am looking for a freelancer who can use Python for geospatial modeling. The purpose of using Python for GEE is to create highly detailed modeling results. I have specific datasets that I would like to use for the modeling. The ideal freelancer should have experience in geospatial modeling and be proficient in Python.

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    I am looking for a skilled freelancer who can create a WebGIS using open layers, Geoserver and my existing Postgresql database. The purpose of the WebGIS is both data visualization and geospatial analysis. The project will involve utilizing my existing datasets. I am looking for a customized WebGIS interface that matches my brand. Ideal skills and experience for the job include proficiency in open layers, Geoserver, Postgresql, and web design. The freelancer should have a strong understanding of data visualization and geospatial analysis. The WebGIS should be user-friendly and easy to navigate. This shall be integrated with PHP and webgis developer shall coordinate with GIS developer and create the required queries. Detailed requirement is as below This is a private Pro...

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    Data Science Real world Project Закінчився left

    ...who can help me on a project for the healthcare industry. The main goal of this project is predictive modeling, so I'm looking for an individual with a blend of technical knowledge and strategic problem solving skills. The project will require working with both structured and unstructured data. The exact type of structured data may vary, but may include customer transaction records, surveys, geospatial data, and medical records. Unstructured data could include customer emails, audio clips, and user videos. The successful candidate will need to leverage data to create predictive models for diagnosing illnesses, understanding patient needs & preferences, and developing targeted treatments. They should also have experience with data visualization and cleaning to help comm...

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    Geospatial - content writer Закінчився left

    We are reaching out to seek your expertise in assisting us with our content creation and management initiatives. We are Sociometrik, a location intelligence SAAS platform providing valuable data insights for enterprises to plan and optimize their offline sales & distribution strategy. We provide hyperlocal market intelligence, empowering businesses to make data-driven decisions on site selection, audience targeting, and marketing optimization. We are looking to enhance our online presence and drive lead generation through strategic content creation and management - 1. Develop and manage engaging content for our LinkedIn page (short pieces) - twice weekly 2. Develop and manage to engage for our website blogs (long pieces) - twice monthly . That's where we believe you can help us...

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    Geospatial Data Base Workflow Design Закінчився left

    I am looking for a freelancer to design a workflow for a geospatial database with the main objective of integration with other systems. The expected size of the database is small, with less than 100,000 records. The ideal candidate should have experience with QGIS or ArcGIS as it is the preferred GIS software for the project. The workflow design should include data analysis and visualization, as well as storage and retrieval of data and processing of data to obtain a outcome. The final product should be user-friendly and easily maintainable. It can be related to any sector but should include geospatial data as the above project is aimed for M. Tech (GEOINFORMATICS) Assignment. Data sources can be open source or crowd source data.

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