kobotoolbox/kpi
Oct 2024 – Apr 2026
19 Months active
Languages Used
DjangoPythonJavaScriptSQLHTMLINITextXML
Technical Skills
API DevelopmentBackend DevelopmentDatabase ManagementDjangoLoggingAPI Testing
Rebecca Graber
PROFILE
Rebecca Graber
Over 19 months, contributed to kobotoolbox/kpi by building robust backend features focused on audit logging, data governance, and scalable mass email workflows. Leveraged Django, Python, and REST API development to deliver comprehensive audit trails, enforce security policies, and optimize data export and synchronization processes. Enhanced reliability through improvements in database migrations, Celery task scheduling, and error handling, while introducing token-based authentication and OpenAPI-driven documentation. Addressed operational challenges by refining ownership transfer, SSO integration, and NLP data workflows. Maintained high code quality with thorough testing, code refactoring, and documentation updates, supporting compliance, traceability, and efficient data management at scale.
Overall Statistics
Feature vs Bugs
69%Features
Repository Contributions
193Total
Bugs
30
Commits
193
Features
67
Lines of code
38,511
Activity Months19
Your Network
24 peopleSame Organization
@kobotoolbox.org6
Work History
April 2026
4 Commits • 1 Features
Apr 1, 2026April 2026 monthly summary for kobotoolbox/kpi focusing on resilience, data integrity, and user experience improvements. Key work centered on enabling NLP results management under usage limits, stabilizing one-time email dispatch, and fixing data table loading for older submissions. These changes reduce support overhead, improve reliability, and preserve essential data trails for audits and customer support.
4 Commits • 1 Features
Apr 1, 2026April 2026 monthly summary for kobotoolbox/kpi focusing on resilience, data integrity, and user experience improvements. Key work centered on enabling NLP results management under usage limits, stabilizing one-time email dispatch, and fixing data table loading for older submissions. These changes reduce support overhead, improve reliability, and preserve essential data trails for audits and customer support.
April 2026
March 2026
14 Commits • 7 Features
Mar 1, 2026March 2026 KPI monthly summary focused on delivering reliable LLM integration, UX improvements, and governance enhancements that drive business value. Highlights include hardening LLM integration (escape prompts, remove hard-coded credentials, enable environment-based config, and configure model ids via settings), synchronous translations with user-facing timeout handling, and UX/data quality improvements for QA questions and data exports. Additional impact was achieved through asset metadata correctness fixes, new asset-count API endpoints for users/organizations/project views, and a Formpack upgrade to enable new capabilities and fixes.
March 2026
14 Commits • 7 Features
Mar 1, 2026March 2026 KPI monthly summary focused on delivering reliable LLM integration, UX improvements, and governance enhancements that drive business value. Highlights include hardening LLM integration (escape prompts, remove hard-coded credentials, enable environment-based config, and configure model ids via settings), synchronous translations with user-facing timeout handling, and UX/data quality improvements for QA questions and data exports. Additional impact was achieved through asset metadata correctness fixes, new asset-count API endpoints for users/organizations/project views, and a Formpack upgrade to enable new capabilities and fixes.
February 2026
9 Commits • 4 Features
Feb 1, 2026February 2026: Delivered on data reliability, API docs, QA capabilities, and developer workflow. Key focus on production-safe data collection refactor, LLM-assisted QA with billing and fallback, QA verification workflows, OpenAPI schema enhancements for automatic QA, and improved schema-generation workflow. Also fixed a JSON formatting issue for country codes to ensure correct data representation.
9 Commits • 4 Features
Feb 1, 2026February 2026: Delivered on data reliability, API docs, QA capabilities, and developer workflow. Key focus on production-safe data collection refactor, LLM-assisted QA with billing and fallback, QA verification workflows, OpenAPI schema enhancements for automatic QA, and improved schema-generation workflow. Also fixed a JSON formatting issue for country codes to ensure correct data representation.
February 2026
January 2026
13 Commits • 5 Features
Jan 1, 2026In January 2026, kobotoolbox/kpi delivered a set of platform-level improvements spanning QA automation, data integrity, audience targeting, API reliability, and data hygiene. The updates reduce operational risk, improve data quality, and enable safer automation and communications at scale.
January 2026
13 Commits • 5 Features
Jan 1, 2026In January 2026, kobotoolbox/kpi delivered a set of platform-level improvements spanning QA automation, data integrity, audience targeting, API reliability, and data hygiene. The updates reduce operational risk, improve data quality, and enable safer automation and communications at scale.
December 2025
15 Commits • 5 Features
Dec 1, 2025December 2025 (2025-12) focused on stabilizing core data features, scaling user workflows for anonymous exports, and advancing NLP data handling and QA presentation in kobotoolbox/kpi. Delivered API parameter normalization, robust export concurrency controls for anonymous users, migration of advanced features to new models with parameter validation, and enhanced NLP-related data visibility in the data table and exports. These improvements reduce operational risk, improve data integrity, and enable future automation (automatic QA) while preserving backward compatibility and docs/tests alignment.
15 Commits • 5 Features
Dec 1, 2025December 2025 (2025-12) focused on stabilizing core data features, scaling user workflows for anonymous exports, and advancing NLP data handling and QA presentation in kobotoolbox/kpi. Delivered API parameter normalization, robust export concurrency controls for anonymous users, migration of advanced features to new models with parameter validation, and enhanced NLP-related data visibility in the data table and exports. These improvements reduce operational risk, improve data integrity, and enable future automation (automatic QA) while preserving backward compatibility and docs/tests alignment.
December 2025
November 2025
8 Commits • 4 Features
Nov 1, 2025November 2025 monthly summary for kobotoolbox/kpi: Delivered major migrations, refactors, and security improvements across features and bugs; improved data integrity, reliability, and performance. Focused on business value, robust migrations, API enhancements, and security controls.
November 2025
8 Commits • 4 Features
Nov 1, 2025November 2025 monthly summary for kobotoolbox/kpi: Delivered major migrations, refactors, and security improvements across features and bugs; improved data integrity, reliability, and performance. Focused on business value, robust migrations, API enhancements, and security controls.
October 2025
11 Commits • 3 Features
Oct 1, 2025Month 2025-10 recap for kobotoolbox/kpi: Delivered substantial enhancements to Data Collector workflows, hardened access controls, and improved data reliability and performance. Key features include read-only OpenRosa access and submission support for data collectors, standardized collector endpoints, and an updated admin UI with richer logging. Major bugs fixed include safer asset permission recalculations when group owners lose permissions, OOM prevention during exports, and robust data loading/rendering for manifests and older submissions. Additional performance and reliability gains include faster migrations (NULLing InstanceHistory.xform_instance) and expanded test coverage for import tasks. These changes deliver clearer data-collector workflows, stronger data security, more scalable exports, and more reliable data ingestion.
11 Commits • 3 Features
Oct 1, 2025Month 2025-10 recap for kobotoolbox/kpi: Delivered substantial enhancements to Data Collector workflows, hardened access controls, and improved data reliability and performance. Key features include read-only OpenRosa access and submission support for data collectors, standardized collector endpoints, and an updated admin UI with richer logging. Major bugs fixed include safer asset permission recalculations when group owners lose permissions, OOM prevention during exports, and robust data loading/rendering for manifests and older submissions. Additional performance and reliability gains include faster migrations (NULLing InstanceHistory.xform_instance) and expanded test coverage for import tasks. These changes deliver clearer data-collector workflows, stronger data security, more scalable exports, and more reliable data ingestion.
October 2025
September 2025
15 Commits • 6 Features
Sep 1, 2025September 2025 monthly summary for kobotoolbox/kpi focusing on delivering security-conscious data collection improvements, memory- and observability-oriented optimizations, and policy enhancements that strengthen data integrity and auditability.
September 2025
15 Commits • 6 Features
Sep 1, 2025September 2025 monthly summary for kobotoolbox/kpi focusing on delivering security-conscious data collection improvements, memory- and observability-oriented optimizations, and policy enhancements that strengthen data integrity and auditability.
August 2025
14 Commits • 9 Features
Aug 1, 2025August 2025 - kobotoolbox/kpi achieved significant reliability, performance, and governance improvements across ownership workflows, audit trails, and data management. Highlights include fixes to ownership transfer reliability, audit history enrichment, pagination and query optimizations for audit and history endpoints, automation for data transfers, and enhancements to data collection and lineage. Additionally, maintenance tasks improved CI stability and admin UX, while schema cleanups simplify future changes and improve data integrity. These efforts collectively reduce operational risk, improve traceability, and accelerate data-driven decision making for stakeholders.
14 Commits • 9 Features
Aug 1, 2025August 2025 - kobotoolbox/kpi achieved significant reliability, performance, and governance improvements across ownership workflows, audit trails, and data management. Highlights include fixes to ownership transfer reliability, audit history enrichment, pagination and query optimizations for audit and history endpoints, automation for data transfers, and enhancements to data collection and lineage. Additionally, maintenance tasks improved CI stability and admin UX, while schema cleanups simplify future changes and improve data integrity. These efforts collectively reduce operational risk, improve traceability, and accelerate data-driven decision making for stakeholders.
August 2025
July 2025
3 Commits • 1 Features
Jul 1, 2025July 2025: KPI backend improvements focused on data reliability, audit resilience, and user identity exposure. Key outcomes include fixes to the data API attachment display and large file submission robustness, safeguarding submissions against TypeErrors during audit log initialization, and extending the /me endpoint to surface the user UID with accompanying test coverage. These changes enhance data integrity, auditability, and developer confidence, while maintaining compatibility with legacy surveys.
July 2025
3 Commits • 1 Features
Jul 1, 2025July 2025: KPI backend improvements focused on data reliability, audit resilience, and user identity exposure. Key outcomes include fixes to the data API attachment display and large file submission robustness, safeguarding submissions against TypeErrors during audit log initialization, and extending the /me endpoint to surface the user UID with accompanying test coverage. These changes enhance data integrity, auditability, and developer confidence, while maintaining compatibility with legacy surveys.
June 2025
14 Commits • 1 Features
Jun 1, 2025June 2025 monthly summary for kobotoolbox/kpi: Deliverables spanned Mass Email enhancements, Project History Logging, Organization/Import handling, and QA data workflows. Business value focused on reliability, auditability, and safer data operations while showcasing technical depth in backend processing and data export.
14 Commits • 1 Features
Jun 1, 2025June 2025 monthly summary for kobotoolbox/kpi: Deliverables spanned Mass Email enhancements, Project History Logging, Organization/Import handling, and QA data workflows. Business value focused on reliability, auditability, and safer data operations while showcasing technical depth in backend processing and data export.
June 2025
May 2025
10 Commits • 3 Features
May 1, 2025May 2025 monthly highlights for kobotoolbox/kpi: Delivered core reliability and performance improvements across MongoDB sync, mass emailing, auditing, and data integrity. Key outcomes include improved sync reliability with progress logging and reduced redundant XForm parsing; enhanced mass emailing with robust UID handling, targeting queries, test-user support, and prioritized recurring campaigns; strengthened auditing by adding owner context to project history logs and introducing unit tests; fixed AnonymousUser data integrity to prevent issues on older systems. These changes collectively reduce latency, increase delivery success, and improve data quality and observability, enabling more reliable customer communications and better governance.
May 2025
10 Commits • 3 Features
May 1, 2025May 2025 monthly highlights for kobotoolbox/kpi: Delivered core reliability and performance improvements across MongoDB sync, mass emailing, auditing, and data integrity. Key outcomes include improved sync reliability with progress logging and reduced redundant XForm parsing; enhanced mass emailing with robust UID handling, targeting queries, test-user support, and prioritized recurring campaigns; strengthened auditing by adding owner context to project history logs and introducing unit tests; fixed AnonymousUser data integrity to prevent issues on older systems. These changes collectively reduce latency, increase delivery success, and improve data quality and observability, enabling more reliable customer communications and better governance.
April 2025
17 Commits • 5 Features
Apr 1, 2025April 2025 monthly summary for kobotoolbox/kpi. This month centered on delivering scalable, observable features, strengthening data governance, and improving test coverage.
17 Commits • 5 Features
Apr 1, 2025April 2025 monthly summary for kobotoolbox/kpi. This month centered on delivering scalable, observable features, strengthening data governance, and improving test coverage.
April 2025
March 2025
8 Commits • 2 Features
Mar 1, 2025March 2025: Delivered key improvements in kobotoolbox/kpi that boost data governance and operational efficiency. Implemented proactive usage threshold alerts with org-wide mass emailing, stabilized Stripe integration under disabled/enabled modes, fixed asset data integrity edge cases, and streamlined usage limit queries with terminology standardization. These changes lower support loads, reduce billing/inventory errors, and enable targeted user communications across organizations.
March 2025
8 Commits • 2 Features
Mar 1, 2025March 2025: Delivered key improvements in kobotoolbox/kpi that boost data governance and operational efficiency. Implemented proactive usage threshold alerts with org-wide mass emailing, stabilized Stripe integration under disabled/enabled modes, fixed asset data integrity edge cases, and streamlined usage limit queries with terminology standardization. These changes lower support loads, reduce billing/inventory errors, and enable targeted user communications across organizations.
February 2025
8 Commits • 4 Features
Feb 1, 2025February 2025 highlights security, data integrity, and deployment reliability for kobotoolbox/kpi. Key features and improvements delivered include: SSO Email Address Enforcement to ensure that emails used for SSO registrations come from the SSO provider, with the email made read-only during SSO registration and validated against the SSO email to ensure consistency and security. Audit and History Logging Enhancements to improve traceability by recording QA data changes (translations, transcripts, QA answers) and including the root_uuid for submissions across related log entries, plus documentation improvements for history log endpoints. Email System Improvements to enhance content consistency and mass-campaign readiness by trimming whitespace in templates and establishing foundational mass email infrastructure with new models. CI/CD Infrastructure Upgrades to Ubuntu 22.04 and Python 3.10 to ensure stable, reproducible builds across workflows and Docker images. Major bug fix: Submission Extras Data Integrity to prevent adding or updating submission extras if the submission does not exist, returning a 404 to preserve data integrity and coherent logs.
8 Commits • 4 Features
Feb 1, 2025February 2025 highlights security, data integrity, and deployment reliability for kobotoolbox/kpi. Key features and improvements delivered include: SSO Email Address Enforcement to ensure that emails used for SSO registrations come from the SSO provider, with the email made read-only during SSO registration and validated against the SSO email to ensure consistency and security. Audit and History Logging Enhancements to improve traceability by recording QA data changes (translations, transcripts, QA answers) and including the root_uuid for submissions across related log entries, plus documentation improvements for history log endpoints. Email System Improvements to enhance content consistency and mass-campaign readiness by trimming whitespace in templates and establishing foundational mass email infrastructure with new models. CI/CD Infrastructure Upgrades to Ubuntu 22.04 and Python 3.10 to ensure stable, reproducible builds across workflows and Docker images. Major bug fix: Submission Extras Data Integrity to prevent adding or updating submission extras if the submission does not exist, returning a 404 to preserve data integrity and coherent logs.
February 2025
January 2025
10 Commits • 3 Features
Jan 1, 2025January 2025 monthly summary for kobotoolbox/kpi focusing on auditability, data export, and reliability improvements. Highlights include end-to-end audit trail enhancements, robust audit log endpoints, CSV export capabilities for project history logs with associated email notifications, and improvements to background export task reliability and test infrastructure.
January 2025
10 Commits • 3 Features
Jan 1, 2025January 2025 monthly summary for kobotoolbox/kpi focusing on auditability, data export, and reliability improvements. Highlights include end-to-end audit trail enhancements, robust audit log endpoints, CSV export capabilities for project history logs with associated email notifications, and improvements to background export task reliability and test infrastructure.
December 2024
12 Commits • 1 Features
Dec 1, 2024December 2024: Key features rolled out include Comprehensive Project History Auditing and Logging with centralized history for permission changes, ownership transfers, and access logs; added endpoints to view project history; and documentation improvements. Major bug fix: Admin login stability achieved by upgrading django-allauth, resolving 500 errors on admin login and SSO redirect edge-cases. Impact: improved governance, auditability, and admin reliability, enabling better compliance, risk reduction, and faster decision-making. Technologies/skills: Django, REST framework, audit log architecture, API design, django-allauth upgrade, and documentation improvements.
12 Commits • 1 Features
Dec 1, 2024December 2024: Key features rolled out include Comprehensive Project History Auditing and Logging with centralized history for permission changes, ownership transfers, and access logs; added endpoints to view project history; and documentation improvements. Major bug fix: Admin login stability achieved by upgrading django-allauth, resolving 500 errors on admin login and SSO redirect edge-cases. Impact: improved governance, auditability, and admin reliability, enabling better compliance, risk reduction, and faster decision-making. Technologies/skills: Django, REST framework, audit log architecture, API design, django-allauth upgrade, and documentation improvements.
December 2024
November 2024
5 Commits • 2 Features
Nov 1, 2024November 2024 — Kobotoolbox/kpi: Implemented end-to-end audit logging for asset lifecycle and cross-version project history log coverage, with metadata schema validation and targeted tests to ensure reliability.
November 2024
5 Commits • 2 Features
Nov 1, 2024November 2024 — Kobotoolbox/kpi: Implemented end-to-end audit logging for asset lifecycle and cross-version project history log coverage, with metadata schema validation and targeted tests to ensure reliability.
October 2024
3 Commits • 1 Features
Oct 1, 2024In October 2024, delivered a comprehensive audit trail for projects in kobotoolbox/kpi, consolidating audit log enhancements across project name/settings, sharing configurations, and content/QA updates. Introduced new audit actions and ensured complete history capture for project modifications, sharing configurations, and QA/content changes. This work enhances traceability, governance, and compliance readiness with minimal risk to existing workflows. Major bugs fixed: none reported this month. Overall impact: improved accountability, faster debugging, and stronger governance for project-level changes. Technologies/skills demonstrated: audit/logging architecture, cross-module integration, versioned history capture, and disciplined change logging across multiple project facets.
3 Commits • 1 Features
Oct 1, 2024In October 2024, delivered a comprehensive audit trail for projects in kobotoolbox/kpi, consolidating audit log enhancements across project name/settings, sharing configurations, and content/QA updates. Introduced new audit actions and ensured complete history capture for project modifications, sharing configurations, and QA/content changes. This work enhances traceability, governance, and compliance readiness with minimal risk to existing workflows. Major bugs fixed: none reported this month. Overall impact: improved accountability, faster debugging, and stronger governance for project-level changes. Technologies/skills demonstrated: audit/logging architecture, cross-module integration, versioned history capture, and disciplined change logging across multiple project facets.
October 2024
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Quality Metrics
Correctness93.2%
Maintainability88.2%
Architecture86.8%
Performance86.0%
AI Usage25.2%
Skills & Technologies
Programming Languages
CSSDjangoDjango Template LanguageDockerfileHTMLINIJSONJavaScriptJinja2Python
Technical Skills
AI integrationAPI DesignAPI DevelopmentAPI DocumentationAPI IntegrationAPI OptimizationAPI TestingAPI developmentAPI integrationAWS integrationAuditingAuthenticationBackend DevelopmentBug FixingCI/CD
Repositories Contributed To
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