Esri/arcgis-python-api
Jan 2025 – Jan 2025
1 Month active
Languages Used
JSONJupyter NotebookPython
Technical Skills
ArcGIS API for PythonArcGIS ProDeep LearningDocumentationGLiNERGPT-3.5
Shivani
PROFILE
Shivani
Developed and documented model extensibility features for the Esri/arcgis-python-api repository, focusing on enabling developer-facing workflows in ArcGIS Pro and arcgis.learn. Delivered two Jupyter notebooks that demonstrate address standardization using GPT-3.5 model extension and catastrophic event extraction with GLiNER-based named entity recognition, both leveraging deep learning and natural language processing techniques. Enhanced onboarding and usage guidance by updating documentation and providing step-by-step guides for creating Esri Deep Learning Packages (.dlpk). Incorporated reviewer feedback to refine text classification and NER implementations, ensuring stability and clarity. Work emphasized robust documentation, cross-branch alignment, and clear commit history to support future development.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
2Total
Bugs
0
Commits
2
Features
1
Lines of code
2,735
Activity Months1
Your Network
126 peopleShared Repositories
20
Work History
January 2025
2 Commits • 1 Features
Jan 1, 2025Concise monthly summary for 2025-01 focused on delivering developer-facing capabilities and ensuring robust documentation for ArcGIS Python API model extensibility. Key achievements and deliverables included:
2 Commits • 1 Features
Jan 1, 2025Concise monthly summary for 2025-01 focused on delivering developer-facing capabilities and ensuring robust documentation for ArcGIS Python API model extensibility. Key achievements and deliverables included:
January 2025
Activity
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Quality Metrics
Correctness90.0%
Maintainability90.0%
Architecture90.0%
Performance80.0%
AI Usage50.0%
Skills & Technologies
Programming Languages
JSONJupyter NotebookPython
Technical Skills
ArcGIS API for PythonArcGIS ProDeep LearningDocumentationGLiNERGPT-3.5Model ExtensibilityModel ExtensionNamed Entity Recognition (NER)Natural Language Processing (NLP)Prompt EngineeringZero-shot Learning
Repositories Contributed To
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