Esri/arcgis-python-api
Jan 2025 – Dec 2025
3 Months active
Languages Used
Jupyter NotebookPythonMarkdown
Technical Skills
ArcGIS API for PythonData ScienceFeature EngineeringMachine LearningModel EvaluationModel Training
moonlanderr
PROFILE
Moonlanderr
Sourav Banik developed and maintained end-to-end Human Activity Recognition sample notebooks for the Esri/arcgis-python-api repository, focusing on classification tasks using the TabPFN classifier. He implemented data loading, preprocessing with Linear Discriminant Analysis, model training, and evaluation within Jupyter Notebooks, emphasizing reproducibility and clarity. His work included refining documentation, correcting code references, and adding license guidance to ensure compliance and ease of onboarding for new users. By enhancing usability through installation instructions and consistent code formatting, Sourav demonstrated depth in Python, data science, and machine learning, delivering well-documented, maintainable solutions that improved the overall developer experience.
Overall Statistics
Feature vs Bugs
80%Features
Repository Contributions
7Total
Bugs
1
Commits
7
Features
4
Lines of code
2,634
Activity Months3
Your Network
124 people
Work History
December 2025
1 Commits • 1 Features
Dec 1, 2025Monthly work summary for 2025-12 focusing on business value and technical achievements for Esri/arcgis-python-api. The month centered on enhancing notebook usability for TabPFN users and improving onboarding experience for new users of the ArcGIS Python API.
1 Commits • 1 Features
Dec 1, 2025Monthly work summary for 2025-12 focusing on business value and technical achievements for Esri/arcgis-python-api. The month centered on enhancing notebook usability for TabPFN users and improving onboarding experience for new users of the ArcGIS Python API.
December 2025
February 2025
4 Commits • 2 Features
Feb 1, 2025February 2025 (Esri/arcgis-python-api) focused on TabPFN notebook improvements and bug fixes. Delivered license guidance, improved HAR documentation, and corrected references to TabPFN across notebooks. This work enhances user onboarding, licensing compliance, and notebook reliability, while showcasing strong documentation, code maintenance, and cross-notebook consistency.
February 2025
4 Commits • 2 Features
Feb 1, 2025February 2025 (Esri/arcgis-python-api) focused on TabPFN notebook improvements and bug fixes. Delivered license guidance, improved HAR documentation, and corrected references to TabPFN across notebooks. This work enhances user onboarding, licensing compliance, and notebook reliability, while showcasing strong documentation, code maintenance, and cross-notebook consistency.
January 2025
2 Commits • 1 Features
Jan 1, 2025January 2025: Delivered an end-to-end Human Activity Recognition sample notebook for the Esri/arcgis-python-api, demonstrating classification with the TabPFN classifier. The notebook covers data loading, preprocessing with Linear Discriminant Analysis (LDA), model training, prediction, and accuracy assessment, followed by a targeted refactor to improve readability and documentation.
2 Commits • 1 Features
Jan 1, 2025January 2025: Delivered an end-to-end Human Activity Recognition sample notebook for the Esri/arcgis-python-api, demonstrating classification with the TabPFN classifier. The notebook covers data loading, preprocessing with Linear Discriminant Analysis (LDA), model training, prediction, and accuracy assessment, followed by a targeted refactor to improve readability and documentation.
January 2025
Activity
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Quality Metrics
Correctness98.6%
Maintainability94.2%
Architecture94.2%
Performance97.2%
AI Usage25.8%
Skills & Technologies
Programming Languages
Jupyter NotebookMarkdownPython
Technical Skills
ArcGIS API for PythonData ScienceDocumentationFeature EngineeringHuman Activity RecognitionJupyter NotebookJupyter NotebooksMachine LearningModel EvaluationModel TrainingPythonTabPFNTabular Data Analysisdata analysismachine learning
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