Portfolio · 19 projects
Work that
ships
Clinical systems, data pipelines, AI tools, automation, and education — built inside real healthcare environments with real constraints.
7
Clinical systems
3
Data & analytics
5
Innovation / AI
2
Education
5
Workflow ops
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Showing 19 of 19 projects
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Workforce
Live Rota — Nursing Scheduling System
Policy-driven nursing rota system supporting fair staff scheduling, approval workflows, shift logic, historical tracking, and operational reporting — shaped around real nursing administration constraints.
Role: Designed & enhanced
Policy Translation
Scheduling Logic
Reporting
Screenshot coming soon
Operations
Charge Nurse Handover Tool
Structured handover solution improving shift-to-shift operational visibility. Supports workload awareness, patient flow oversight, and faster decision-making during daily operations.
Role: Developed & improved
Shift Management
Patient Flow
Screenshot coming soon
Analytics
Nursing Quality Dashboard
Dashboard making nursing performance data visible, structured, and actionable for leadership — operational and quality indicators in one place.
Role: Designed & built
Power BI
KPI Design
Decision Support
Screenshot coming soon
Reporting
Environmental Round Reporting
Converted scattered environmental round observations into structured reporting workflows — enabling better monitoring, follow-up, and management visibility of findings.
Role: Built & improved
Workflow Design
Structured Reporting
Screenshot coming soon
HIS
Nursing Care Plan in HIS
Contributed to implementing Nursing Care Plan workflows in the HIS — strengthening documentation structure, care planning clarity, and alignment between clinical practice and digital tools.
Role: Contributed & supported
TechCare / TrakCare
Care Planning
Documentation
Screenshot coming soon
Data
HIS Reporting & Clinical Data Extraction
Built operational and analytical reports from hospital information systems — transforming raw data into practical outputs for nursing administration, service monitoring, and leadership decision-making.
Role: Built & maintained
SQL
IRIS / TrakCare
Power Query
Excel
Screenshot coming soon
Workflow
Nursing Documentation Optimization
Improved nursing documentation workflows to reduce confusion, strengthen data quality, and better align digital documentation with actual clinical practice.
Role: Analyzed & improved
Workflow Analysis
HIS
Documentation Standards
Screenshot coming soon
Patient Safety
Fall Risk Assessment Workflow
Contributed to improvement discussions around electronic fall risk assessment — making scoring behavior more clinically meaningful and reducing the risk of inconsistent system outputs.
Role: Contributed & reviewed
Clinical Logic
HIS Configuration
Patient Safety
Screenshot coming soon
Optimization
TrakCare Workflow Optimization
Supported review and optimization of nursing workflows inside TrakCare — evaluating screen usage, documentation flow, and task visibility to reduce user confusion and improve safety.
Role: Supported & optimized
TrakCare
Workflow Design
UX Review
Screenshot coming soon
Perioperative
OR / Theatre Workflow Review
Contributed to perioperative documentation and workflow review covering theatre and emergency-to-OR transitions — analyzing system behavior, documentation burden, and policy implications.
Role: Analyzed & contributed
Clinical Workflow
Policy Review
Documentation
Screenshot coming soon
Training
Staff HIS Orientation Program
Delivered HIS orientation and user support for newly hired nurses at KAMC — improving adoption, reducing usage errors, and strengthening practical understanding of digital clinical workflows.
Role: Designed & delivered
TechCare EMR
Curriculum Design
Adult Education
Screenshot coming soon
Administration
Application Access & Admin Support
Supported application access, onboarding, and system readiness across nursing departments — ensuring staff had correct access levels to carry out operational work efficiently.
Role: Supported & managed
Access Management
Onboarding
Operations
Screenshot coming soon
Innovation
IRIS Bridge — Clinical Data Access Tool
Designed a lightweight Windows-based solution for querying InterSystems IRIS and exporting results in user-friendly formats — portable, low dependency, built for constrained environments.
Role: Designed & architected
IRIS SQL
Windows
Data Export
Python
Screenshot coming soon
Innovation
Local Analytics & Dashboard Framework
Configurable local analytics framework for building dashboards and visual outputs with minimal infrastructure — offline-capable, flexible, built for practical decision support.
Role: Designed & built
DuckDB
ECharts
DeepSee
Power BI
Screenshot coming soon
AI
AI Workflow & Context System
Structured AI-assisted workflow using reusable context files, project memory, and startup instructions to reduce repeated setup and improve continuity across technical tasks.
Role: Designed & implemented
Claude API
Prompt Engineering
Context Management
Screenshot coming soon
Education
Educational Content Generation Workflow
AI-supported workflow converting source materials into structured educational content formats — including visual and comic-style approaches — with emphasis on consistency and learner engagement.
Role: Designed & developed
AI Workflow
Visual Design
Curriculum
Screenshot coming soon
Governance
AI Project Governance Framework
Full governance framework and patch variant for existing projects. Minimum-viable, audit-first methodology covering AI accountability, change management, and clinical workflow validation.
Role: Authored & designed
Policy Design
Audit Framework
Change Management
Screenshot coming soon
Automation
Employee Scheduling Engine
Constraint-based scheduling system designed to compete with QGenda and Shiftbase. PostgreSQL backend with OR-Tools optimization — deterministic output, not generative AI.
Role: Designed & built
PostgreSQL
OR-Tools
Python
Timefold
Screenshot coming soon
Dashboard
Patient Journey Tracker
DeepSee dashboard tracking patients through 8 clinical milestones. Additive SQL pipeline on IRIS with DuckDB unification — new queries require zero code changes to the pipeline.
Role: Designed & built
IRIS SQL
DuckDB
ECharts
DeepSee