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Tierolf

PROFILE

Tierolf

Worked on the GEB-model/GEB repository to overhaul flood risk modeling and enhance spatial data workflows for decision support. Replaced placeholder data with real flood maps, integrated dynamic risk perception based on historical events, and migrated damage calculations to the honeybees library with map reprojection for improved accuracy. Applied Python, NumPy, and Numba to optimize performance, enabling just-in-time compilation and reducing latency in risk assessments. Improved data engineering pipelines by streamlining household generation, enriching population data with spatial mapping, and clarifying API functions. Addressed simulation stability outside spin-up, reorganized code for maintainability, and strengthened coordinate reference system handling for geospatial analysis.

Overall Statistics

Feature vs Bugs

80%Features

Repository Contributions

15Total
Bugs
1
Commits
15
Features
4
Lines of code
762
Activity Months2

Work History

April 2025

10 Commits • 3 Features

Apr 1, 2025

April 2025 (GEB-model/GEB): Focused on strengthening spatial data workflows, reliability, and maintainability to accelerate decision support and improve data quality for flood risk and population analysis. Delivered four key feature areas, fixed stability issues impacting simulations outside spin-up, and enhanced API clarity and code health.

March 2025

5 Commits • 1 Features

Mar 1, 2025

March 2025 performance summary focusing on GEB Flood Risk Modeling overhaul and related stability improvements.

Activity

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Quality Metrics

Correctness84.6%
Maintainability84.0%
Architecture83.4%
Performance73.4%
AI Usage20.0%

Skills & Technologies

Programming Languages

Python

Technical Skills

Agent-Based ModelingAlgorithm OptimizationCode FormattingCode RefactoringCode RenamingConfiguration ManagementCoordinate Reference SystemsData AnalysisData EngineeringData InterpolationData ProcessingFlood Risk ModelingGeospatial AnalysisGeospatial Data HandlingLibrary Integration

Repositories Contributed To

1 repo

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

GEB-model/GEB

Mar 2025 Apr 2025
2 Months active

Languages Used

Python

Technical Skills

Agent-Based ModelingConfiguration ManagementData AnalysisData EngineeringData InterpolationFlood Risk Modeling