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Claudio Ortega

PROFILE

Claudio Ortega

Claudio Ortega developed and refined a Trip Generation User Defined Function (UDF) for Lima in the fusedio/udfs repository, enabling scalable urban travel-demand modeling. Leveraging Python, GeoPandas, and OSMnx, he integrated OpenStreetMap data to construct transit graphs, impute travel speeds, and compute edge travel times. The UDF was designed to be fully parametric, supporting dynamic area selection, start and end hours, and trip counts for flexible scenario analysis. Claudio also addressed stability by implementing input validation and dynamic time parameters, reducing runtime errors. His work demonstrated depth in geospatial analysis, data engineering, and robust UDF development for urban planning simulation.

Overall Statistics

Feature vs Bugs

50%Features

Repository Contributions

2Total
Bugs
1
Commits
2
Features
1
Lines of code
343
Activity Months1

Work History

December 2024

2 Commits • 1 Features

Dec 1, 2024

December 2024: Delivered and hardened the Trip Generation UDF for Lima in fusedio/udfs, enabling scalable travel-demand modeling using OpenStreetMap data to build a transit graph, impute speeds, and compute edge travel times. The UDF is fully parametric by area, start/end hours, and trip count to support rapid scenario analysis. Also shipped stability improvements to the same UDF, making start and end hours dynamic and adding an input-validation guard to skip processing when the input DataFrame is empty, significantly reducing runtime errors.

Activity

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Quality Metrics

Correctness85.0%
Maintainability80.0%
Architecture85.0%
Performance70.0%
AI Usage30.0%

Skills & Technologies

Programming Languages

Python

Technical Skills

Data EngineeringGeoPandasGeospatial AnalysisOSMnxPythonUDF DevelopmentUrban Planning Simulation

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

fusedio/udfs

Dec 2024 Dec 2024
1 Month active

Languages Used

Python

Technical Skills

Data EngineeringGeoPandasGeospatial AnalysisOSMnxPythonUDF Development

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