Planning-Inspectorate/odw-synapse-workspace
Aug 2025 – Feb 2026
6 Months active
Languages Used
MarkdownPythonSQLJSON
Technical Skills
DocumentationPull Request ManagementAzure SynapseData EngineeringData WarehousingETL
anushaveerapalli68
PROFILE
Anushaveerapalli68
Anusha Veerapalli contributed to the Planning-Inspectorate/odw-synapse-workspace repository by modernizing data pipelines and notebooks to improve data quality, observability, and governance. She implemented unified logging, tracking, and telemetry across Spark and Python-based workflows, enhancing error handling and debugging for regulatory appeals and EntraID data. Her work included schema harmonization, version tracking, and validation for data ingestion, as well as updating pipeline configurations and notebook schemas to reduce drift and technical debt. Using technologies such as Azure Synapse, Python, and SQL, Anusha delivered robust ETL solutions that strengthened data lineage, reliability, and maintainability across the data engineering stack.
Overall Statistics
Feature vs Bugs
86%Features
Repository Contributions
15Total
Bugs
1
Commits
15
Features
6
Lines of code
11,420
Activity Months6
Your Network
62 peopleSame Organization
@planninginspectorate.gov.uk48
Work History
February 2026
4 Commits • 1 Features
Feb 1, 2026February 2026 monthly summary for Planning-Inspectorate/odw-synapse-workspace focusing on Entra ID and Appeals Data Pipeline Modernization. Delivered enhanced observability, data standardization, and Spark schema evolution to support reliable analytics across EntraID and appeals data. Notebook and pipeline modernization improved data handling, version tracking, and cross-notebook consistency. Result: higher data quality, faster issue diagnosis, and stronger business insights for regulatory appeals workflows.
4 Commits • 1 Features
Feb 1, 2026February 2026 monthly summary for Planning-Inspectorate/odw-synapse-workspace focusing on Entra ID and Appeals Data Pipeline Modernization. Delivered enhanced observability, data standardization, and Spark schema evolution to support reliable analytics across EntraID and appeals data. Notebook and pipeline modernization improved data handling, version tracking, and cross-notebook consistency. Result: higher data quality, faster issue diagnosis, and stronger business insights for regulatory appeals workflows.
February 2026
January 2026
6 Commits • 1 Features
Jan 1, 2026January 2026 (2026-01) focused on elevating observability and reliability across the odw-synapse-workspace by delivering a unified logging, tracking, and telemetry framework across notebooks and data pipelines. This work strengthens data ingestion, error handling, telemetry, and debugging capabilities across Appeals, Horizon, Service Bus, py_sb_raw_to_std, and Listed Buildings pipelines. In addition, a targeted bug fix corrected autotune tracking usage and the DataFrame append variable to resolve data integration errors, improving data quality and reliability for downstream analytics.
January 2026
6 Commits • 1 Features
Jan 1, 2026January 2026 (2026-01) focused on elevating observability and reliability across the odw-synapse-workspace by delivering a unified logging, tracking, and telemetry framework across notebooks and data pipelines. This work strengthens data ingestion, error handling, telemetry, and debugging capabilities across Appeals, Horizon, Service Bus, py_sb_raw_to_std, and Listed Buildings pipelines. In addition, a targeted bug fix corrected autotune tracking usage and the DataFrame append variable to resolve data integration errors, improving data quality and reliability for downstream analytics.
December 2025
1 Commits • 1 Features
Dec 1, 2025December 2025 monthly summary for odw-synapse-workspace focusing on data ingestion reliability and schema governance for pads SAP ID in the service bus. Delivered validated ingestion path with harmonized layers and schema versioning, updated the Spark schema notebook, and removed an unused SQL script. No major bugs fixed this month; maintenance and cleanup reduced technical debt and prepared for future compatibility. This work enhances data quality, reliability for downstream analytics, and maintainability of the ingestion pipeline.
1 Commits • 1 Features
Dec 1, 2025December 2025 monthly summary for odw-synapse-workspace focusing on data ingestion reliability and schema governance for pads SAP ID in the service bus. Delivered validated ingestion path with harmonized layers and schema versioning, updated the Spark schema notebook, and removed an unused SQL script. No major bugs fixed this month; maintenance and cleanup reduced technical debt and prepared for future compatibility. This work enhances data quality, reliability for downstream analytics, and maintainability of the ingestion pipeline.
December 2025
November 2025
1 Commits • 1 Features
Nov 1, 2025Monthly performance summary for 2025-11 focused on delivering a high-impact Spark integration improvement in the odw-synapse-workspace notebook, aligning schema with updated tracking IDs and versioning to reduce drift and boost notebook execution efficiency.
November 2025
1 Commits • 1 Features
Nov 1, 2025Monthly performance summary for 2025-11 focused on delivering a high-impact Spark integration improvement in the odw-synapse-workspace notebook, aligning schema with updated tracking IDs and versioning to reduce drift and boost notebook execution efficiency.
October 2025
2 Commits • 1 Features
Oct 1, 2025Month: 2025-10 - Delivered Horizon Data Processing harmonization in odw-synapse-workspace, aligning data structures by migrating from standardized to harmonized format. Updated dimension views and the main pipeline configuration to improve consistency, supporting more reliable analytics and governance. Strengthened observability and reliability through enhanced logging and error handling in the service bus pipeline for raw standardised data, enabling faster issue detection and resolution.
2 Commits • 1 Features
Oct 1, 2025Month: 2025-10 - Delivered Horizon Data Processing harmonization in odw-synapse-workspace, aligning data structures by migrating from standardized to harmonized format. Updated dimension views and the main pipeline configuration to improve consistency, supporting more reliable analytics and governance. Strengthened observability and reliability through enhanced logging and error handling in the service bus pipeline for raw standardised data, enabling faster issue detection and resolution.
October 2025
August 2025
1 Commits • 1 Features
Aug 1, 2025August 2025 focused on strengthening code review quality and traceability in the odw-synapse-workspace repository by refreshing the ODW Pull Request template to improve clarity, completeness, and governance of merges. The update reorganizes and renumbers the checklist items, adds sections for Jira ticket reference and a concise work summary, and refines descriptions for source data, table creation, schema changes, and script execution. The change standardizes PR expectations prior to merge, reducing review friction and merge risk while enhancing documentation for future audits.
August 2025
1 Commits • 1 Features
Aug 1, 2025August 2025 focused on strengthening code review quality and traceability in the odw-synapse-workspace repository by refreshing the ODW Pull Request template to improve clarity, completeness, and governance of merges. The update reorganizes and renumbers the checklist items, adds sections for Jira ticket reference and a concise work summary, and refines descriptions for source data, table creation, schema changes, and script execution. The change standardizes PR expectations prior to merge, reducing review friction and merge risk while enhancing documentation for future audits.
Activity
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Quality Metrics
Correctness82.6%
Maintainability81.4%
Architecture81.4%
Performance73.4%
AI Usage37.4%
Skills & Technologies
Programming Languages
JSONMarkdownPythonSQL
Technical Skills
Azure Data FactoryAzure SynapseData EngineeringData IngestionData ProcessingData WarehousingDocumentationETLETL DevelopmentError HandlingJupyter NotebookJupyter NotebooksLoggingLogging and MonitoringNotebook Development
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