December 2024 (nwplus/admin): Delivered enhancements to the Z-score workflow and reinforced code quality, delivering clearer admin insights and faster, safer scoring decisions. Key features were focused on improving transparency of applicant scoring and enabling data-driven admin actions, while the Scoring component was cleaned up to reduce risk and technical debt. Key features delivered: - Z-score workflow enhancements and admin display: introduced a new z-score calculation button with confirmation, a verification modal for score changes, and a refined admin view showing total z-score. Added a dynamic application status that reflects score completeness and a z-score filter in the accepting modal. - Admin scoring visibility improvements: total z-score now displayed for completed applicants in both the applicant list and scoring components, improving decision visibility. Major bugs fixed: - Scoring module cleanup: refactored conditional status logic, removed unused parameters, and hoisted updateScore. Addressed linting and style inconsistencies to align with project ESLint rules. Overall impact and accomplishments: - Business value: faster, more accurate scoring decisions; improved admin workflow and transparency; reduced risk through code quality improvements. - Technical achievements: end-to-end z-score workflow with UI safeguards, dynamic status logic, and a lint-clean, maintainable scoring module with better testability and stability. Technologies/skills demonstrated: - React/JS component design, modal UX patterns, state management for dynamic status, and lint-driven code quality and refactoring with traceable commits. Top 3-5 achievements: - Implemented z-score calculation button, confirmation and verification modal, and total z-score display in admin view. - Added dynamic application status based on score completeness. - Introduced z-score filter in the accepting modal. - Cleaned up and lint-fixed the Scoring module for maintainability and consistency.

November 2024: Delivered critical features across clinical-logging and nwplus/admin, stabilized project health, and advanced screening workflows. Key platform deliverables include a Flask-based Image Transcription Service wired to Florence-2 with Node.js integration; improved repository hygiene; expanded applicant filtering with multi-criteria scoring and UI polish; and backend/frontend refinements for better usability and maintainability. Also updated dependencies and cleaned artifacts to reduce technical debt across repos.