evidentlyai/evidently
Nov 2024 – Mar 2026
14 Months active
Languages Used
PythonCSSHTMLJavaScriptJSONJupyter NotebookMarkdown
Technical Skills
Version ControlCode CleanupCode RefactoringD3.jsDashboard DevelopmentData Analysis
Emeli Dral
PROFILE
Emeli Dral
Emeli Dral maintained and enhanced the evidentlyai/evidently repository over 14 months, focusing on release engineering, codebase organization, and data visualization improvements. She implemented disciplined semantic versioning and release management using Python and Git, ensuring stable, reproducible builds and clear upgrade paths for downstream users. Emeli contributed to code cleanup, refactored Jupyter Notebooks for clarity, and expanded dashboard examples with D3.js and React, improving maintainability and user experience. Her work emphasized traceable commits, metadata alignment, and documentation updates, supporting CI/CD workflows and auditability. This approach provided a robust foundation for future feature development and streamlined integration for open-source consumers.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
36Total
Bugs
0
Commits
36
Features
17
Lines of code
11,180
Activity Months14
Work History
March 2026
1 Commits • 1 Features
Mar 1, 2026March 2026 monthly summary for Evidently project: Delivered Codebase Version Release 0.7.21 by bumping the project version and reflecting updates and improvements in the codebase. No major bugs fixed this month. Impact: provides a stable, trackable release baseline for customers and downstream teams (docs, CI/CD, deployments) and supports upcoming feature work with a clean, maintainable base. Technologies/skills demonstrated: semantic versioning, Git tagging and commit discipline, release engineering, and maintainability improvements in the codebase.
1 Commits • 1 Features
Mar 1, 2026March 2026 monthly summary for Evidently project: Delivered Codebase Version Release 0.7.21 by bumping the project version and reflecting updates and improvements in the codebase. No major bugs fixed this month. Impact: provides a stable, trackable release baseline for customers and downstream teams (docs, CI/CD, deployments) and supports upcoming feature work with a clean, maintainable base. Technologies/skills demonstrated: semantic versioning, Git tagging and commit discipline, release engineering, and maintainability improvements in the codebase.
March 2026
December 2025
1 Commits • 1 Features
Dec 1, 2025Monthly summary for 2025-12 for Evidently project (evidentlyai/evidently). Focused on release management and versioning rather than feature development this month. Delivered Release 0.7.18 by bumping the project version to 0.7.18, documenting the change and preserving changelog integrity. No additional features or bug fixes were recorded in this month.
December 2025
1 Commits • 1 Features
Dec 1, 2025Monthly summary for 2025-12 for Evidently project (evidentlyai/evidently). Focused on release management and versioning rather than feature development this month. Delivered Release 0.7.18 by bumping the project version to 0.7.18, documenting the change and preserving changelog integrity. No additional features or bug fixes were recorded in this month.
November 2025
2 Commits • 1 Features
Nov 1, 2025Month 2025-11: Focused on release management for Evidently project. Delivered two successive 0.7.x version bumps in evidentlyai/evidently (0.7.16 and 0.7.17), establishing a stable upgrade path and aligning downstream dependencies with the 0.7.x release line. No major bugs recorded for this period; effort centered on cadence, tagging, and packaging readiness to support customer adoption. Impact: improved stability and predictability for users and integrators, enabling smoother feature adoption and compatibility guarantees. Technologies/skills demonstrated: versioning discipline, release engineering, and commit hygiene (clear version tags and messages) in an open-source Python project.
2 Commits • 1 Features
Nov 1, 2025Month 2025-11: Focused on release management for Evidently project. Delivered two successive 0.7.x version bumps in evidentlyai/evidently (0.7.16 and 0.7.17), establishing a stable upgrade path and aligning downstream dependencies with the 0.7.x release line. No major bugs recorded for this period; effort centered on cadence, tagging, and packaging readiness to support customer adoption. Impact: improved stability and predictability for users and integrators, enabling smoother feature adoption and compatibility guarantees. Technologies/skills demonstrated: versioning discipline, release engineering, and commit hygiene (clear version tags and messages) in an open-source Python project.
November 2025
October 2025
1 Commits • 1 Features
Oct 1, 2025October 2025 monthly summary (evidence-driven): Focused release management for the Evidently project, delivering a maintenance-only upgrade to ensure compatibility and stability across downstream integrations. The Evidently library was bumped from 0.7.14 to 0.7.15 in the evidently/evidently repository, driven by a single, well-scoped commit, with no functional changes required by end users.
October 2025
1 Commits • 1 Features
Oct 1, 2025October 2025 monthly summary (evidence-driven): Focused release management for the Evidently project, delivering a maintenance-only upgrade to ensure compatibility and stability across downstream integrations. The Evidently library was bumped from 0.7.14 to 0.7.15 in the evidently/evidently repository, driven by a single, well-scoped commit, with no functional changes required by end users.
August 2025
3 Commits • 1 Features
Aug 1, 2025Month: 2025-08 — Focused on release engineering for the Evidently library, delivering the 0.7.14 release and aligning packaging across commits. No major bugs identified in scope; work centered on packaging, versioning, and release readiness.
3 Commits • 1 Features
Aug 1, 2025Month: 2025-08 — Focused on release engineering for the Evidently library, delivering the 0.7.14 release and aligning packaging across commits. No major bugs identified in scope; work centered on packaging, versioning, and release readiness.
August 2025
July 2025
2 Commits • 1 Features
Jul 1, 2025July 2025 monthly summary: Focused on stable maintenance and dependency health for product reliability. The Evidently repository saw a targeted library upgrade to align with latest patches and API changes, reducing risk and ensuring compatibility for downstream evaluation workflows.
July 2025
2 Commits • 1 Features
Jul 1, 2025July 2025 monthly summary: Focused on stable maintenance and dependency health for product reliability. The Evidently repository saw a targeted library upgrade to align with latest patches and API changes, reducing risk and ensuring compatibility for downstream evaluation workflows.
June 2025
3 Commits • 1 Features
Jun 1, 2025June 2025 monthly summary for evidently repository focusing on release engineering and metadata readiness. Completed a patch-level version sequence from 0.7.6 to 0.7.9 across three commits, enabling release metadata capture and future fix tracking without any functional code changes. This work establishes a reproducible release baseline and improves auditability for downstream users and internal teams.
3 Commits • 1 Features
Jun 1, 2025June 2025 monthly summary for evidently repository focusing on release engineering and metadata readiness. Completed a patch-level version sequence from 0.7.6 to 0.7.9 across three commits, enabling release metadata capture and future fix tracking without any functional code changes. This work establishes a reproducible release baseline and improves auditability for downstream users and internal teams.
June 2025
May 2025
3 Commits • 1 Features
May 1, 2025May 2025 — Release packaging and version management for evidently (evidentlyai/evidently). Delivered sequential version bumps from 0.7.3 to 0.7.6 (0.7.4, 0.7.5, 0.7.6) as part of the packaging/release process; ensured clean, traceable artifacts and improved packaging integrity. No major bugs fixed this month; focused on stabilizing release workflow and ensuring reproducible builds. Business impact includes clearer versioning for users and downstream integrations, reduced release friction, and stronger release automation.
May 2025
3 Commits • 1 Features
May 1, 2025May 2025 — Release packaging and version management for evidently (evidentlyai/evidently). Delivered sequential version bumps from 0.7.3 to 0.7.6 (0.7.4, 0.7.5, 0.7.6) as part of the packaging/release process; ensured clean, traceable artifacts and improved packaging integrity. No major bugs fixed this month; focused on stabilizing release workflow and ensuring reproducible builds. Business impact includes clearer versioning for users and downstream integrations, reduced release friction, and stronger release automation.
April 2025
4 Commits • 1 Features
Apr 1, 2025April 2025 monthly summary for evidentlyai/evidently focusing on release housekeeping and documentation alignment to improve upgrade clarity and library understanding.
4 Commits • 1 Features
Apr 1, 2025April 2025 monthly summary for evidentlyai/evidently focusing on release housekeeping and documentation alignment to improve upgrade clarity and library understanding.
April 2025
March 2025
2 Commits • 1 Features
Mar 1, 2025March 2025 monthly summary for Evidently repo highlights upgraded Evidently library to 0.6.6/0.6.7, notebook updates, and a new custom metric, with version bumps and cookbook example. This work improves measurement accuracy and reproducibility, enabling better model evaluation and data quality checks in production pipelines. Key outcomes include updated notebooks with reset execution counts, new classification performance report example, new max-value metric, and published cookbook example. These changes were implemented across the evidently repo via commits f3a7a03b2eaf0819d458986da96ec4f7d730599a and ad71e132d59ac3a84fce6cf27bd50b12b10d9137.
March 2025
2 Commits • 1 Features
Mar 1, 2025March 2025 monthly summary for Evidently repo highlights upgraded Evidently library to 0.6.6/0.6.7, notebook updates, and a new custom metric, with version bumps and cookbook example. This work improves measurement accuracy and reproducibility, enabling better model evaluation and data quality checks in production pipelines. Key outcomes include updated notebooks with reset execution counts, new classification performance report example, new max-value metric, and published cookbook example. These changes were implemented across the evidently repo via commits f3a7a03b2eaf0819d458986da96ec4f7d730599a and ad71e132d59ac3a84fce6cf27bd50b12b10d9137.
February 2025
5 Commits • 2 Features
Feb 1, 2025February 2025 monthly summary for evidentlyai/evidently focused on release engineering, stability, and clarity of examples. Delivered four sequential minor releases (0.6.2 → 0.6.5) to standardize versioning and packaging, and cleaned up notebook examples to remove execution counts and outputs, improving readability and future usability. No explicit major bugs recorded this month; the work centered on stability, maintainability, and developer experience. Demonstrated strong release discipline and commit hygiene, with tangible business value through smoother deployment and clearer tutorials.
5 Commits • 2 Features
Feb 1, 2025February 2025 monthly summary for evidentlyai/evidently focused on release engineering, stability, and clarity of examples. Delivered four sequential minor releases (0.6.2 → 0.6.5) to standardize versioning and packaging, and cleaned up notebook examples to remove execution counts and outputs, improving readability and future usability. No explicit major bugs recorded this month; the work centered on stability, maintainability, and developer experience. Demonstrated strong release discipline and commit hygiene, with tangible business value through smoother deployment and clearer tutorials.
February 2025
January 2025
6 Commits • 3 Features
Jan 1, 2025January 2025 monthly summary — focused on maintainability improvements, visualization enhancements, and release readiness for 0.6.x.
January 2025
6 Commits • 3 Features
Jan 1, 2025January 2025 monthly summary — focused on maintainability improvements, visualization enhancements, and release readiness for 0.6.x.
December 2024
2 Commits • 1 Features
Dec 1, 2024Month: 2024-12. Focused on release hygiene and version management for the evidently repository. Delivered metadata-only version bumps with no functional changes, establishing clean semantic versioning and improved release traceability. No user-facing features or bug fixes were introduced this month; the work laid groundwork for stable, auditable releases and smoother downstream deployments.
2 Commits • 1 Features
Dec 1, 2024Month: 2024-12. Focused on release hygiene and version management for the evidently repository. Delivered metadata-only version bumps with no functional changes, establishing clean semantic versioning and improved release traceability. No user-facing features or bug fixes were introduced this month; the work laid groundwork for stable, auditable releases and smoother downstream deployments.
December 2024
November 2024
1 Commits • 1 Features
Nov 1, 2024November 2024 monthly summary for evidently repository: Focused on release readiness with no functional changes. Delivered a patch-level version bump to 0.4.40 to prepare for release and maintain packaging stability. This work supports reproducible builds, stable downstream deployments, and CI/CD alignment.
November 2024
1 Commits • 1 Features
Nov 1, 2024November 2024 monthly summary for evidently repository: Focused on release readiness with no functional changes. Delivered a patch-level version bump to 0.4.40 to prepare for release and maintain packaging stability. This work supports reproducible builds, stable downstream deployments, and CI/CD alignment.
Activity
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Quality Metrics
Correctness98.0%
Maintainability98.0%
Architecture97.6%
Performance96.2%
AI Usage21.2%
Skills & Technologies
Programming Languages
CSSHTMLJSONJavaScriptJupyter NotebookMarkdownPython
Technical Skills
Code CleanupCode RefactoringD3.jsDashboard DevelopmentData AnalysisData VisualizationDocumentationExample ImplementationFile ManagementFrontend DevelopmentJupyter NotebooksMetric DevelopmentPythonPython ProgrammingPython programming
Repositories Contributed To
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