
Worked on the cityofaustin/vision-zero repository to develop and enhance ETL pipelines that integrate Moped project data with crash records, focusing on improving data quality and reliability for downstream analytics. Leveraged Python, Docker, and Geopandas to implement spatial joins, buffer project geometries, and refine data extraction through optimized GraphQL queries. Adjusted spatial buffering logic to use distinct distances for point and line geometries, enabling more accurate crash-to-component associations. Maintained reproducibility and build stability by updating dependencies and environment configurations. All changes were version-controlled with clear commit messages, supporting traceability and facilitating targeted safety analytics for urban transportation projects.
Month: 2025-08 — Key feature delivered: Spatial Buffering Enhancement for Moped Project Components in cityofaustin/vision-zero, adjusting buffer distances to 150 ft for point geometries and 75 ft for line geometries to improve crash association, backed by commit 543ad751e526aaa8089a005b27e8d400f83cb90c (message: 'different buffer distances'). Major bugs fixed: None reported this month. Overall impact and accomplishments: Enhanced data quality and reliability of crash-to-component linkage, enabling more accurate safety analytics and targeted interventions. Technologies/skills demonstrated: GIS data processing, spatial joins, parameter tuning, and Git-based collaboration with traceable commits.
Month: 2025-08 — Key feature delivered: Spatial Buffering Enhancement for Moped Project Components in cityofaustin/vision-zero, adjusting buffer distances to 150 ft for point geometries and 75 ft for line geometries to improve crash association, backed by commit 543ad751e526aaa8089a005b27e8d400f83cb90c (message: 'different buffer distances'). Major bugs fixed: None reported this month. Overall impact and accomplishments: Enhanced data quality and reliability of crash-to-component linkage, enabling more accurate safety analytics and targeted interventions. Technologies/skills demonstrated: GIS data processing, spatial joins, parameter tuning, and Git-based collaboration with traceable commits.
November 2024 — Vision Zero (cityofaustin/vision-zero): Delivered a robust ETL to fuse Moped project data with crash records, strengthened data quality, and improved pipeline reliability for downstream analytics.
November 2024 — Vision Zero (cityofaustin/vision-zero): Delivered a robust ETL to fuse Moped project data with crash records, strengthened data quality, and improved pipeline reliability for downstream analytics.

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