Summary
Overview
Work History
Skills
Education & Certifications
Timeline
Generic

Layla Cooper

Charlotte,,NC

Summary

Data & Quality Improvement Specialist with 5+ years of experience driving healthcare performance through clinical data analysis, registry abstraction, and evidence-based quality improvement initiatives. Expert in translating complex clinical and regulatory data (HEDIS, NCQA, CMS) into actionable insights that improve quality metrics, compliance, and patient outcomes. Proven ability to lead PDSA cycles, root cause analysis, and cross-functional collaboration to close care gaps, optimize workflows, and exceed performance benchmarks.

Overview

5
5
years of professional experience

Work History

Senior Clinical Data Analyst | QI Consultant

MRO
Remote
01.2025 - Current

• Lead end-to-end quality improvement initiatives across multiple hospital systems, integrating clinical data analysis and evidence-based methodologies to drive performance improvement.

• Conduct comprehensive chart reviews, clinical audits, and registry abstraction to ensure data accuracy, completeness, and regulatory compliance.

• Analyze clinical and registry data to identify performance gaps, trends, and opportunities for improvement using benchmarking and KPI tracking.

• Apply PDSA cycles and root cause analysis to resolve workflow inefficiencies, improve data integrity, and reduce reporting delays.

• Ensure timely and accurate submission of data to national registries and quality reporting programs, consistently exceeding quality benchmarks. (>98%)

• Partner with physicians, clinical leadership, and operational teams to present insights and implement corrective action plans aligned with national standards.

• Collaborate with IT a clinical and operational teams to improve data capture, reporting workflows, and system optimization.

• Manage multiple concurrent projects, balancing deadlines, priorities, and stakeholder expectations in a high-volume environment.

Vascular Surgery Data Registry & QI Lead

Albany Medical Center Hospital
Albany, New York
01.2024 - 01.2025

• Led vascular registry and quality improvement program across inpatient and outpatient settings, overseeing high-volume case data and reporting.

• Abstracted, coded, and validated clinical data for vascular registries (VQI), ensuring compliance with national reporting standards.

• Identified trends in complications, readmissions, and outcomes through statistical analysis and gap-to-goal benchmarking.

• Reduced documentation and reporting errors through audit findings, provider education, and workflow redesign initiatives.

• Conducted root cause analyses following adverse events and supported implementation of corrective action plans to improve patient safety outcomes.

• Developed executive dashboards and reports to communicate performance trends to physician leadership and stakeholders.

• Facilitated multidisciplinary quality committees, aligning physicians, nursing, and leadership on improvement initiatives.

• Strengthened regulatory compliance by ensuring adherence to documentation and reporting requirements.

Healthcare QI Specialist (Apprenticeship)

Novant Health Presbyterian Medical Center
Charlotte, North Carolina
11.2020 - 06.2023

• Supported healthcare quality improvement initiatives across physician practices, focusing on HEDIS, NCQA, and CMS performance measures.

• Analyzed claims, clinical, and population health data to identify care gaps and develop targeted intervention strategies.

• Performed clinical data abstraction, chart reviews, and audits to support quality reporting and compliance efforts.

• Partnered with providers, practice managers, and cross-functional teams to implement and sustain process improvements.

• Developed dashboards, reports, and data visualizations to monitor KPIs and track performance improvements over time.

• Managed multiple quality improvement projects from planning through execution, ensuring timely delivery and measurable outcomes.

• Promoted high-reliability practices and standardized workflows to reduce variation in care delivery.

• Supported regulatory readiness and compliance through continuous monitoring and reporting.

Skills

Data Analysis & Reporting

Clinical Data Analysis, Abstraction & Validation

Data Visualization, Dashboard Development & Ad-Hoc Reporting

KPI Monitoring, Gap-to-Goal Analysis & Benchmarking

Data Integrity, Cleaning & Standardization

QI & Performance Optimization

PDSA Cycles, Root Cause Analysis (RCA)

Lean Methodology & High-Reliability Principles

Workflow Optimization & Process Redesign

Performance Improvement & Outcomes Measurement

Clinical Quality & Regulatory Expertise

HEDIS, NCQA, CMS & Regulatory Reporting

Chart Reviews, Clinical Audits & Documentation Integrity

Population Health & Care Gap Closure

Technical Tools & Systems

EMR Systems: Epic, Cerner

Registry Platforms: VQI, Medstreaming, M2S, Fivos Health

Coding: CPT, ICD-10

Advanced Excel & Microsoft Office Suite

Collaboration & Leadership

Physician Engagement & Stakeholder Collaboration

Cross-Functional Team Leadership

Project & Program Management

Education & Certifications

The University of North Carolina at Charlotte, May 2022

• Bachelor of Science | Health Systems Management

• Bachelor of Arts | Spanish

• Minor | Biology

___________________________________________________________

Certifications

• QAPI: Quality Assurance & Performance Improvement, 2024

• EPIC: Quality Abstractor, 2024

• Wound Class QI, 2024

• Six Sigma & The Organization (Advanced), 2023

• Clinical Trials Data Management & Quality Assurance, 2023

• Operations Management: Quality & Supply Chain, 2023

• Foundations of Project Management, 2023

• Introduction to Data Analytics, 2023

Timeline

Senior Clinical Data Analyst | QI Consultant

MRO
01.2025 - Current

Vascular Surgery Data Registry & QI Lead

Albany Medical Center Hospital
01.2024 - 01.2025

Healthcare QI Specialist (Apprenticeship)

Novant Health Presbyterian Medical Center
11.2020 - 06.2023
Layla Cooper