tuva-health/tuva
Mar 2026 – Jul 2026
5 Months active
Languages Used
YAMLSQL
Technical Skills
YAML configurationdata modelingdata validationdatabase managementdocumentationSQL
andreas-homeward
PROFILE
Andreas-homeward
Worked on the tuva-health/tuva repository to deliver features and fixes that improved HCC data workflows, recapture logic, and reporting accuracy. Over five months, contributed enhancements to data modeling and validation, implemented new SQL-based logic for encounter and recapture processes, and maintained YAML configurations to support evolving CMS guidelines. Addressed data integrity by normalizing facility NPI fields, refining end-date handling, and introducing robust test coverage for edge cases. Collaborated across teams through co-authored pull requests and documentation updates, ensuring maintainable, auditable pipelines. The work strengthened data governance, risk adjustment, and analytics reliability for value-based care and reporting initiatives.
Overall Statistics
Feature vs Bugs
50%Features
Repository Contributions
6Total
Bugs
3
Commits
6
Features
3
Lines of code
2,424
Activity Months5
Your Network
27 peopleWork History
July 2026
1 Commits
Jul 1, 2026July 2026 (2026-07) monthly summary for tuva-health/tuva: Delivered a critical bug fix to HCC recapture gap status logic, improving accuracy of risk stratification and rankings. No new features released this month; business value delivered through data quality improvements and more reliable risk scoring.
1 Commits
Jul 1, 2026July 2026 (2026-07) monthly summary for tuva-health/tuva: Delivered a critical bug fix to HCC recapture gap status logic, improving accuracy of risk stratification and rankings. No new features released this month; business value delivered through data quality improvements and more reliable risk scoring.
July 2026
June 2026
1 Commits • 1 Features
Jun 1, 2026June 2026 monthly summary for tuva-health/tuva focusing on delivered value and technical accomplishments. Overview: Delivered HCC Recapture Enhancements and Reporting Improvements to improve data handling, recapture rate accuracy, and reporting integrity. Implemented a year lookback variable and added new columns, with refined suspect HCC flag handling to enhance data quality and analytics reliability. Key achievements: - HCC Recapture Enhancements and Reporting Improvements implemented in repo tuva-health/tuva. Core changes delivered via commit 9b59760465c757e94a41b4ac2cede7c40c2e9086, including new columns, end-date handling refinements, year lookback variable, and updates to hcc-related logic. Co-authored contributions noted by collaborators. - Refinements to data quality and integrity: normalization of facility NPI, removal of suspect HCC flag from output/gaps, and updates to data source constraints and configuration to ensure consistent recapture reporting. - Testing and configuration improvements: updates to tests to reflect new data model, YAML configuration adjustments, and broader test coverage to guard against edge cases (e.g., duplicate AS, stray comma handling). Impact: Improved HCC recapture rate tracking and reporting accuracy, enabling better risk adjustment and stewardship of value-based care programs. The changes reduce data gaps and inconsistencies, support year-over-year trend analysis, and strengthen data governance. Technologies/skills demonstrated: SQL/data modeling for new columns and end-date logic; data normalization; YAML/configuration management; test-driven development; collaboration and co-authorship with teammates; and end-to-end changes spanning data handling, reporting, and analytics.
June 2026
1 Commits • 1 Features
Jun 1, 2026June 2026 monthly summary for tuva-health/tuva focusing on delivered value and technical accomplishments. Overview: Delivered HCC Recapture Enhancements and Reporting Improvements to improve data handling, recapture rate accuracy, and reporting integrity. Implemented a year lookback variable and added new columns, with refined suspect HCC flag handling to enhance data quality and analytics reliability. Key achievements: - HCC Recapture Enhancements and Reporting Improvements implemented in repo tuva-health/tuva. Core changes delivered via commit 9b59760465c757e94a41b4ac2cede7c40c2e9086, including new columns, end-date handling refinements, year lookback variable, and updates to hcc-related logic. Co-authored contributions noted by collaborators. - Refinements to data quality and integrity: normalization of facility NPI, removal of suspect HCC flag from output/gaps, and updates to data source constraints and configuration to ensure consistent recapture reporting. - Testing and configuration improvements: updates to tests to reflect new data model, YAML configuration adjustments, and broader test coverage to guard against edge cases (e.g., duplicate AS, stray comma handling). Impact: Improved HCC recapture rate tracking and reporting accuracy, enabling better risk adjustment and stewardship of value-based care programs. The changes reduce data gaps and inconsistencies, support year-over-year trend analysis, and strengthen data governance. Technologies/skills demonstrated: SQL/data modeling for new columns and end-date logic; data normalization; YAML/configuration management; test-driven development; collaboration and co-authorship with teammates; and end-to-end changes spanning data handling, reporting, and analytics.
May 2026
1 Commits • 1 Features
May 1, 2026Month: May 2026. Deliverables focused on HCC Recapture within the tuva repo, emphasizing data accuracy, CMS guideline compliance, and maintainability. Implemented HCC Recapture Enhancements with Suspect Flags and Chronic Models, including updated configurations, new suspect flags, and chronic models, to streamline recapture workflows and improve data handling. Performed targeted data quality improvements and YAML configuration maintenance to support robust analytics and ongoing model evolution. Collaboration included cross-team contributions and updated tests to validate changes.
1 Commits • 1 Features
May 1, 2026Month: May 2026. Deliverables focused on HCC Recapture within the tuva repo, emphasizing data accuracy, CMS guideline compliance, and maintainability. Implemented HCC Recapture Enhancements with Suspect Flags and Chronic Models, including updated configurations, new suspect flags, and chronic models, to streamline recapture workflows and improve data handling. Performed targeted data quality improvements and YAML configuration maintenance to support robust analytics and ongoing model evolution. Collaboration included cross-team contributions and updated tests to validate changes.
May 2026
April 2026
1 Commits
Apr 1, 2026April 2026 monthly summary for tuva-health/tuva: delivered reliability and data quality improvements in the encounter data pipeline focused on ID generation and NPI normalization, with accompanying tests, configuration updates, and data integrity constraints.
April 2026
1 Commits
Apr 1, 2026April 2026 monthly summary for tuva-health/tuva: delivered reliability and data quality improvements in the encounter data pipeline focused on ID generation and NPI normalization, with accompanying tests, configuration updates, and data integrity constraints.
March 2026
2 Commits • 1 Features
Mar 1, 2026March 2026: Delivered two focused changes in tuva-health/tuva with clear business and technical impact. (1) HCC Suspecting Model Data Representation for hcc_suspecting__list_all, including documentation updates to improve per-patient suspecting data and a YAML/docs update (commit 58d9672e5eab46699e7a1f8db4e8b4df0570d437). (2) Data integrity improvements: added warnings for missing/blank facility NPI fields to prevent encounter merging errors and updated eligibility layer documentation (commit 60e9aa6b1765649792c57c9f4f689797a9ffec2b). These changes enhance data quality, reduce merge failures, and improve maintainability. Demonstrated skills in YAML-based documentation, data validation, and cross-team collaboration (co-authored PRs).
2 Commits • 1 Features
Mar 1, 2026March 2026: Delivered two focused changes in tuva-health/tuva with clear business and technical impact. (1) HCC Suspecting Model Data Representation for hcc_suspecting__list_all, including documentation updates to improve per-patient suspecting data and a YAML/docs update (commit 58d9672e5eab46699e7a1f8db4e8b4df0570d437). (2) Data integrity improvements: added warnings for missing/blank facility NPI fields to prevent encounter merging errors and updated eligibility layer documentation (commit 60e9aa6b1765649792c57c9f4f689797a9ffec2b). These changes enhance data quality, reduce merge failures, and improve maintainability. Demonstrated skills in YAML-based documentation, data validation, and cross-team collaboration (co-authored PRs).
March 2026
Activity
Loading activity data...
Quality Metrics
Correctness83.4%
Maintainability83.4%
Architecture83.4%
Performance80.0%
AI Usage36.6%
Skills & Technologies
Programming Languages
SQLYAML
Technical Skills
ETLSQLYAML configurationdata analysisdata modelingdata processingdata validationdatabase managementdbtdocumentation
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline