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Zane Selvans

PROFILE

Zane Selvans

Zane Selvans engineered robust data infrastructure and release workflows for the catalyst-cooperative/pudl and pudl-archiver repositories, focusing on data quality, automation, and maintainability. He modernized data pipelines by integrating Parquet and GeoParquet storage, refactored ETL processes, and expanded geospatial and financial data support, including SEC 10-K integration. Using Python, SQL, and dbt, Zane improved CI/CD reliability, implemented comprehensive data validation, and streamlined dependency management. His work addressed compatibility, reproducibility, and observability challenges, resulting in stable nightly builds and efficient release cycles. The depth of his contributions ensured scalable, auditable data products and reduced friction for both users and developers.

Overall Statistics

Feature vs Bugs

82%Features

Repository Contributions

118Total
Bugs
12
Commits
118
Features
55
Lines of code
74,868
Activity Months11

Work History

October 2025

10 Commits • 3 Features

Oct 1, 2025

October 2025: Delivered key data and release improvements for PUDL, stabilized the build environment, and hardened CI workflows across pudl and pudl-archiver. Achievements include SEC 10-K data integration with quality checks, finalized release notes for v2025.10.0, dependency stabilization to prevent Splink issues, internal data corrections and repo cleanup to reduce nightly build discrepancies, and CI reliability improvements for the final release checker. These efforts improve data completeness, release predictability, and overall development velocity.

September 2025

11 Commits • 6 Features

Sep 1, 2025

September 2025 monthly summary for the catalyst-cooperative/pudl and marimo repos, focusing on delivering business value through feature enhancements, reliability improvements, and compatibility fixes. Key efforts spanned documentation, data products (GeoParquet), release workflows, CI/CD stability, and cross-project compatibility improvements (marimo).

August 2025

8 Commits • 4 Features

Aug 1, 2025

August 2025: Delivered geospatial data capabilities and release/CI improvements for PUDL, focusing on reliability, performance, and maintainability. Key outcomes include GeoParquet storage with Census DP1 integration, faster Kaggle notebook access via AWS S3, a completed PUDL v2025.8.0 release with CI refinements, and DBT test framework modernization, underpinned by data integrity enhancements.

July 2025

8 Commits • 4 Features

Jul 1, 2025

2025-07 Monthly Summary: Key milestones across pudl-archiver and pudl repositories focused on build stability, release readiness, data quality, and dev-environment modernization. Outcomes include stable builds via dependency upgrades, PUDL v2025.7 release readiness with metadata updates and deprecated components removed, enhanced data validation and dbt tests for imputed electricity demand, and a dbt project reorganization with Python 3.13 upgrade and CI/CD/conda lock updates. These changes reduce downstream data quality risk, streamline release cycles, and improve maintainability and developer productivity.

June 2025

15 Commits • 7 Features

Jun 1, 2025

June 2025 performance summary for catalyst-cooperative Pudl and pudl-archiver. Key features delivered include a data-path modernization for PudlTabl by switching from SQLite to Parquet I/O with a new table_source='parquet' parameter, accompanied by cleanup that removed deprecated PudlTabl output management components. Nightly build observability was improved by saving observed dbt row counts to Google Cloud Storage, updating ETL logic to generate and align new row counts post-nightly builds, and updating documentation. Additional maintenance efforts included removal of deprecated components and services (e.g., Superset configs) and streamlined dbt test specs and docs, along with bibliographic/documentation updates and dependency lockfile upgrades to improve stability and performance. Pudl-archiver received consolidation of dependency management and enforcement of Pixi-based tests in pre-commit to improve reliability and environment consistency.

May 2025

26 Commits • 6 Features

May 1, 2025

May 2025 monthly summary: Delivered substantial data quality and reliability improvements across pudl and pudl-archiver, focusing on FERC 1 data integrity, test-suite efficiency, and infra stability. Key outcomes include (1) robust FERC 1 data validations and ergonomic improvements, (2) migration of asset checks into dbt data tests with targeted suite optimizations, (3) stabilized nightly builds and infra with scheduling and resource enhancements, (4) release readiness for v2025.5.0 with cleanup, and (5) documentation and environment enhancements that reduce developer friction. These efforts improved data accuracy for reporting, accelerated feedback loops, and enabled reliable deployments.

April 2025

16 Commits • 8 Features

Apr 1, 2025

April 2025 performance snapshot for the catalyst-cooperative data platform. Delivered core features, stabilized environments, and enhanced data processing and archiving across pudl and pudl-archiver. Emphasis on business value: reliable builds, auditable data pipelines, and scalable governance for SEC 10-K data.

March 2025

5 Commits • 3 Features

Mar 1, 2025

March 2025 monthly summary for pudl (catalyst-cooperative/pudl): Delivered three core initiatives that enhance data quality, release velocity, and maintainability. Key outcomes: (1) Community Survey Announcement Banner added to docs with light/dark styling and conda lock updates (commit 707c6311a46b5e975010e37805de95ac3e0a4b8c). (2) CI/CD modernization with dbt-based data tests: integrated into CI/integration pipelines, updated dbt dependencies, renamed the test output database, and configured artifact uploads for failures; removed obsolete tests (FERC-714 state demand row count and deprecated minmax rows). (commits: 1ed07a6145400c12c25d653f8ce54145a0e5928e; 760a0e6ebf13b69608b6c281a17d05b0ce6c0b15; b8d9cc246bf552d8fce073a0c4fd4c7d5b2bc65e). (3) Dependency and tooling upgrades: refreshed dependencies, pre-commit hooks (Ruff), and AWS SDK upgrades to improve code quality and maintainability (commit 68b4e175aaf7b01e2d0f3a143ca959c1c45e1b83). These changes reduce flaky tests, improve data reliability, and streamline contributor onboarding.

February 2025

4 Commits • 4 Features

Feb 1, 2025

February 2025 monthly summary focused on delivering code quality improvements, data model modernization, and release readiness across pudl-archiver and pudl repos. Key outcomes include improved code quality tooling, robust quarterly SEC 10-K data model, expanded data access docs, and finalized release notes with new data sources.

January 2025

7 Commits • 5 Features

Jan 1, 2025

January 2025 performance across two repositories (catalyst-cooperative/pudl-archiver and catalyst-cooperative/pudl). Delivered cross-repo dependency alignment, platform upgrades, and sustainability efforts, while improving code hygiene and documentation. Result: reduced dependency conflicts, clearer onboarding, and enhanced funding transparency; technical execution spanned environment management, dependency coordination, and open-source governance.

November 2024

8 Commits • 5 Features

Nov 1, 2024

November 2024 performance summary for catalyst-cooperative repositories. Delivered a mix of observability enhancements, release governance, CI/CD reliability improvements, data integrity fixes, and modernized notification workflows across pudl and pudl-archiver. These efforts increased business value through improved public doc analytics, faster and safer releases, more stable nightly builds, and higher-quality data outputs. Key technologies demonstrated include Sphinx with Google Analytics integration, GitHub Actions CI/CD, conda lockfile and pre-commit maintenance, robust data serialization standards (ISO 8601), and modern Slack action blocks.

Activity

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Quality Metrics

Correctness90.0%
Maintainability90.4%
Architecture88.2%
Performance82.8%
AI Usage20.4%

Skills & Technologies

Programming Languages

BashBibTeXC++CFFCSVDockerfileGitHCLJinjaJupyter Notebook

Technical Skills

API DevelopmentBuild AutomationCI/CDCI/CD ConfigurationCloud ComputingCloud DeploymentCloud InfrastructureCloud StorageCode CorrectionCode FormattingCode LintingCode QualityCode RefactoringConfigurationConfiguration Management

Repositories Contributed To

3 repos

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

catalyst-cooperative/pudl

Nov 2024 Oct 2025
11 Months active

Languages Used

MarkdownPythonShellYAMLreStructuredTextrstyamlRST

Technical Skills

Build AutomationCI/CDCloud ComputingConfigurationConfiguration ManagementContainerization

catalyst-cooperative/pudl-archiver

Nov 2024 Oct 2025
8 Months active

Languages Used

PythonYAMLGitMarkdownTOMLShell

Technical Skills

API DevelopmentCI/CDData EngineeringData SerializationGitHub ActionsPython Scripting

marimo-team/marimo

Sep 2025 Sep 2025
1 Month active

Languages Used

Python

Technical Skills

Python Development

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