GispoCoding/master-training-data
Oct 2024 – Nov 2025
5 Months active
Languages Used
R MarkdownCSSHTMLJavaScriptRmdPythonSQLR
Technical Skills
DocumentationFile ManagementContent ManagementData EditingData VisualizationDigitizing
Emil Ehnström
PROFILE
Emil Ehnström
Emil Ehnström developed and maintained geospatial training materials in the GispoCoding/master-training-data repository, focusing on QGIS and Python scripting modules, PyQGIS exercises, and R Markdown documentation. He upgraded course content by creating new modules, refactoring exercises for clarity, and aligning training assets with current data, which improved onboarding and learner experience. Emil applied Python, R, and SQL to deliver hands-on workflows for geospatial analysis, data visualization, and automation. His work emphasized documentation hygiene, precise data management, and usability, resulting in a maintainable, instructor-friendly curriculum that addressed both technical accuracy and accessibility for GIS professionals and learners.
Overall Statistics
Feature vs Bugs
82%Features
Repository Contributions
33Total
Bugs
2
Commits
33
Features
9
Lines of code
10,387
Activity Months5
Your Network
15 people
Work History
November 2025
13 Commits • 2 Features
Nov 1, 2025Monthly performance summary for 2025-11: Focused on delivering content improvements for PyQGIS exercises and ensuring accurate regional demographics results, while improving repository usability and data accessibility.
13 Commits • 2 Features
Nov 1, 2025Monthly performance summary for 2025-11: Focused on delivering content improvements for PyQGIS exercises and ensuring accurate regional demographics results, while improving repository usability and data accessibility.
November 2025
October 2025
1 Commits • 1 Features
Oct 1, 2025Month 2025-10: Delivered the new QGIS and Python scripting course module GR006 for the master-training-data repository, expanding hands-on content for learners and enabling practical PyQGIS workflows. Implemented end-to-end module including detailed R Markdown materials on expression syntax, field calculator operations, data type conversions, Python basics in QGIS, and PyQGIS fundamentals for layer manipulation and processing algorithm creation. This work enhances the training curriculum, accelerates onboarding for GIS developers, and adds repeatable, instructor-friendly material.
October 2025
1 Commits • 1 Features
Oct 1, 2025Month 2025-10: Delivered the new QGIS and Python scripting course module GR006 for the master-training-data repository, expanding hands-on content for learners and enabling practical PyQGIS workflows. Implemented end-to-end module including detailed R Markdown materials on expression syntax, field calculator operations, data type conversions, Python basics in QGIS, and PyQGIS fundamentals for layer manipulation and processing algorithm creation. This work enhances the training curriculum, accelerates onboarding for GIS developers, and adds repeatable, instructor-friendly material.
September 2025
3 Commits • 1 Features
Sep 1, 2025September 2025: Delivered Python-focused GS020 course materials and environment setup guidance; fixed site footer contact information for Gispo Suomi Oy; both changes landed in the master-training-data repo with concise commits, improving onboarding readiness and corporate accuracy.
3 Commits • 1 Features
Sep 1, 2025September 2025: Delivered Python-focused GS020 course materials and environment setup guidance; fixed site footer contact information for Gispo Suomi Oy; both changes landed in the master-training-data repo with concise commits, improving onboarding readiness and corporate accuracy.
September 2025
August 2025
12 Commits • 4 Features
Aug 1, 2025August 2025: Refreshed QGIS training materials in GispoCoding/master-training-data, delivering a complete upgrade of learner content and course metadata. Key contributions include: (1) creation of new QGIS training materials with R Markdown content and learning assets for topics such as profile creation, data handling, visualization, labeling, classification, and map printing, plus CSS/JavaScript and image assets; (2) updates and refactors of R Markdown exercises 2–6 to improve guidance, visuals, and step-by-step workflows for vector data formats, geospatial services, digitizing, styling, and map layouts; (3) documentation improvements for guides and learner profiles; (4) course index and metadata updates to reflect a QGIS refresher course, including author, abstract, and resource links. These changes enhance onboarding speed, learner engagement, and content maintainability across the course catalog.
August 2025
12 Commits • 4 Features
Aug 1, 2025August 2025: Refreshed QGIS training materials in GispoCoding/master-training-data, delivering a complete upgrade of learner content and course metadata. Key contributions include: (1) creation of new QGIS training materials with R Markdown content and learning assets for topics such as profile creation, data handling, visualization, labeling, classification, and map printing, plus CSS/JavaScript and image assets; (2) updates and refactors of R Markdown exercises 2–6 to improve guidance, visuals, and step-by-step workflows for vector data formats, geospatial services, digitizing, styling, and map layouts; (3) documentation improvements for guides and learner profiles; (4) course index and metadata updates to reflect a QGIS refresher course, including author, abstract, and resource links. These changes enhance onboarding speed, learner engagement, and content maintainability across the course catalog.
October 2024
4 Commits • 1 Features
Oct 1, 2024October 2024 — GispoCoding/master-training-data: Focused updates to training materials and documentation to improve accuracy, accessibility, and security. Key outcomes include (1) documentation corrections for R Markdown: fixed WMS URL to HTTPS and cleaned up outdated image references and paths; (2) training materials imagery updates: refreshed assets for GP002 exercises (image3.png in harjoitus_2 and updated imagery in harjoitus_7) to reflect current data. These changes enhance documentation reliability, ensure correct raster asset references, and align training content with latest data, reducing support overhead and improving learner experience. Demonstrated competencies in R Markdown documentation, asset management, and version-control discipline.
4 Commits • 1 Features
Oct 1, 2024October 2024 — GispoCoding/master-training-data: Focused updates to training materials and documentation to improve accuracy, accessibility, and security. Key outcomes include (1) documentation corrections for R Markdown: fixed WMS URL to HTTPS and cleaned up outdated image references and paths; (2) training materials imagery updates: refreshed assets for GP002 exercises (image3.png in harjoitus_2 and updated imagery in harjoitus_7) to reflect current data. These changes enhance documentation reliability, ensure correct raster asset references, and align training content with latest data, reducing support overhead and improving learner experience. Demonstrated competencies in R Markdown documentation, asset management, and version-control discipline.
October 2024
Activity
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Quality Metrics
Correctness94.2%
Maintainability94.2%
Architecture92.4%
Performance92.4%
AI Usage21.2%
Skills & Technologies
Programming Languages
CSSHTMLJavaScriptPythonRR MarkdownRMarkdownRmdSQL
Technical Skills
Content ManagementCourse Material DevelopmentData AnalysisData EditingData VisualizationDigitizingDocumentationFile ManagementFront End DevelopmentGISGeoPackageGeographic Information SystemsGeospatial AnalysisGeospatial DataGeospatial Data Analysis
Repositories Contributed To
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