ntu-pear/PEAR_patient_service
Oct 2025 – Mar 2026
6 Months active
Languages Used
PythonYAMLSQL
Technical Skills
API developmentDatabase ManagementFastAPIPydanticPythonSQLAlchemy
BryanTohWS
PROFILE
Bryantohws
Bryan Tan developed and maintained the ntu-pear/PEAR_patient_service backend over six months, delivering 47 features and resolving 10 bugs. He enhanced patient data models, streamlined multilingual support, and improved prescription workflows, focusing on data integrity and maintainability. Using Python, FastAPI, and SQLAlchemy, Bryan refactored API endpoints, optimized database queries, and implemented robust validation and error handling. He expanded test coverage, automated maintenance tasks, and integrated cloud infrastructure with Kubernetes and CI/CD pipelines. His work addressed healthcare-specific requirements, such as privacy auditing and patient allocation, resulting in a scalable, auditable platform with improved data quality, deployment security, and operational reliability.
Overall Statistics
Feature vs Bugs
82%Features
Repository Contributions
110Total
Bugs
10
Commits
110
Features
47
Lines of code
15,278
Activity Months6
Your Network
11 peopleShared Repositories
11
Work History
March 2026
8 Commits • 4 Features
Mar 1, 2026In March 2026, PEAR_patient_service delivered a focused set of features and reliability improvements, strengthening data integrity, security auditing, and maintainability. Key features delivered include allowing multiple personal preferences entries per patient, adding user_full_name auditing for privacy level operations, integrating user IDs via JWT for diet and guardian data flows, and code cleanup for maintainability. Major bugs fixed address data integrity in mobility mapping creation and cross-domain data handling in CRUD, medications, and dementia mappings. These changes reduce data inconsistencies, improve auditability, and enhance authentication workflows, supporting safer patient data operations and faster future enhancements.
8 Commits • 4 Features
Mar 1, 2026In March 2026, PEAR_patient_service delivered a focused set of features and reliability improvements, strengthening data integrity, security auditing, and maintainability. Key features delivered include allowing multiple personal preferences entries per patient, adding user_full_name auditing for privacy level operations, integrating user IDs via JWT for diet and guardian data flows, and code cleanup for maintainability. Major bugs fixed address data integrity in mobility mapping creation and cross-domain data handling in CRUD, medications, and dementia mappings. These changes reduce data inconsistencies, improve auditability, and enhance authentication workflows, supporting safer patient data operations and faster future enhancements.
March 2026
February 2026
23 Commits • 10 Features
Feb 1, 2026February 2026 monthly summary for ntu-pear/PEAR_patient_service: delivered critical data-integrity and API-consistency work, enhanced performance for patient preferences, and expanded unit test coverage. Focused on reliability, maintainability, and business value through robust validation, consistent endpoint naming, and stronger data quality checks.
February 2026
23 Commits • 10 Features
Feb 1, 2026February 2026 monthly summary for ntu-pear/PEAR_patient_service: delivered critical data-integrity and API-consistency work, enhanced performance for patient preferences, and expanded unit test coverage. Focused on reliability, maintainability, and business value through robust validation, consistent endpoint naming, and stronger data quality checks.
January 2026
56 Commits • 27 Features
Jan 1, 2026January 2026 performance highlights for ntu-pear/PEAR_patient_service: Delivered substantive medical records enhancements, flexible schema changes, and API improvements, complemented by vital-sign analytics refinements, robust logging, and maintenance automation. Strengthened data access and governance (supervisor/doctor retrieval, guardian/caregiver endpoints), improved risk detection with averaged vital thresholds, and expanded test coverage and refactoring to improve maintainability. These outcomes translate into faster feature delivery, better patient care coordination, and a scalable, auditable platform.
56 Commits • 27 Features
Jan 1, 2026January 2026 performance highlights for ntu-pear/PEAR_patient_service: Delivered substantive medical records enhancements, flexible schema changes, and API improvements, complemented by vital-sign analytics refinements, robust logging, and maintenance automation. Strengthened data access and governance (supervisor/doctor retrieval, guardian/caregiver endpoints), improved risk detection with averaged vital thresholds, and expanded test coverage and refactoring to improve maintainability. These outcomes translate into faster feature delivery, better patient care coordination, and a scalable, auditable platform.
January 2026
December 2025
19 Commits • 4 Features
Dec 1, 2025December 2025 performance summary for ntu-pear/PEAR_patient_service. This month focused on delivering core features to improve data quality and safety, strengthening prescription workflows, expanding patient visibility, and hardening deployment and messaging configurations. Business value was achieved through safer data handling, reduced prescription duplication risk, clearer user messaging, stronger test coverage, and more secure, scalable deployment practices.
December 2025
19 Commits • 4 Features
Dec 1, 2025December 2025 performance summary for ntu-pear/PEAR_patient_service. This month focused on delivering core features to improve data quality and safety, strengthening prescription workflows, expanding patient visibility, and hardening deployment and messaging configurations. Business value was achieved through safer data handling, reduced prescription duplication risk, clearer user messaging, stronger test coverage, and more secure, scalable deployment practices.
November 2025
1 Commits • 1 Features
Nov 1, 2025Month: 2025-11 Repository: ntu-pear/PEAR_patient_service Overview: Delivered a focused language handling refactor to the patient data model to improve data integrity and maintainability around language values. Impact: Establishes a cleaner, single source of truth for language data by deriving language values from language_id, reducing duplication and the potential for inconsistent language values across the system.
1 Commits • 1 Features
Nov 1, 2025Month: 2025-11 Repository: ntu-pear/PEAR_patient_service Overview: Delivered a focused language handling refactor to the patient data model to improve data integrity and maintainability around language values. Impact: Establishes a cleaner, single source of truth for language data by deriving language values from language_id, reducing duplication and the potential for inconsistent language values across the system.
November 2025
October 2025
3 Commits • 1 Features
Oct 1, 2025Concise monthly summary for 2025-10 focusing on key deliverables, impact, and technical excellence.
October 2025
3 Commits • 1 Features
Oct 1, 2025Concise monthly summary for 2025-10 focusing on key deliverables, impact, and technical excellence.
Activity
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Quality Metrics
Correctness95.0%
Maintainability89.0%
Architecture90.0%
Performance89.8%
AI Usage21.8%
Skills & Technologies
Programming Languages
PythonSQLYAML
Technical Skills
API DevelopmentAPI designAPI developmentAPI integrationAPI testingBackend DevelopmentCI/CDCRUD operationsCloud InfrastructureConfiguration ManagementDatabase ManagementDevOpsFastAPIFlaskKubernetes
Repositories Contributed To
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