Open to opportunities

David Smith

@davidsmith2

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Clinical Data Analyst turning EHR and high-volume data into validated insights for safer, faster healthcare decisions.

United States

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What I'm looking for

I’m looking for a role where I can validate and optimize healthcare data workflows in EMR/EHR environments, partner with clinicians and engineers on QA, and turn complex datasets into reliable, decision-ready insights.

I’m a Clinical Data Analyst with experience managing and validating high-volume patient data across complex systems, translating technical and clinical information into actionable insights. I combine quantitative analysis, machine learning foundations, and rigorous QA to improve data integrity and operational efficiency.

In my clinical roles, I manage and validate 100+ daily patient records in EMR systems, supporting documentation quality, longitudinal datasets, and billing accuracy while maintaining strict HIPAA compliance. I’ve also processed insurance and billing data across major payers and designed intake/documentation workflows to reduce claim errors and strengthen charge capture.

I bring a testing-and-automation mindset from my data analytics and software validation projects—building a Python automated testing suite with unit, functional, integration, and UI tests, plus end-to-end system testing and data-flow validation. I also analyzed large-scale COVID-19 datasets using regression analysis, pivot tables, and time-series visualizations to produce clear reports for non-technical audiences.

Experience

Work history, roles, and key accomplishments

Current

Medical Assistant

Current

Evergreen Acupuncture

Jun 2025 - Present (10 months)

Manage and validate 100+ daily patient records in EMR systems, ensuring data accuracy for clinical and billing use. Collect vitals and outcomes, improve charting consistency, and maintain HIPAA compliance while supporting scheduling and longitudinal dataset quality.

Patient Charting Data Validation HIPAA compliance Data Collection Scheduling coordination

Medical Assistant

AFC Urgent Care

Feb 2024 - May 2025 (1 year 3 months)

Manage 60+ patient records daily in Experity EMR, ensuring accurate documentation and charge capture. Process insurance and billing data across major payers and reduce claim errors by improving intake and documentation workflows for diagnostic and billing consistency.

Experity EMR Clinical Documentation Charge Capture Diagnostic Data Capture Workflow Optimization

Medical Assistant

Carolina Asthma & Allergy Center

Jan 2022 - Jan 2024 (2 years)

Track and manage 50,000+ clinical data points for immunotherapy treatments, maintaining longitudinal datasets for 20–30 patients daily. Document diagnostic testing results (spirometry, FENO, allergy testing) and monitor reactions to support data-driven safety and treatment effectiveness.

Clinical Data Management Immunotherapy Patient Safety

Motor Service Representative

TTEC (USAA)

Jan 2019 - Dec 2019 (11 months)

Analyze policyholder data to recommend coverage and resolve complex cases while maintaining accurate records. Handle 50+ daily interactions across 17 states and ensure regulatory compliance by clearly explaining policy changes and coverage options.

Policyholder Data Analysis Regulatory Compliance Record keeping Coverage

Associate Manager

Regal Cinemas

Oct 2013 - Dec 2018 (5 years 2 months)

Manage $240K+ monthly revenue and perform full financial reconciliation across multiple revenue streams. Supervise 30 employees, oversee scheduling and inventory systems, administer Kronos payroll, and drive process improvements that resulted in $3M annual revenue.

Financial Reconciliations Team Leadership Inventory Management Scheduling Process Improvement

Education

Degrees, certifications, and relevant coursework

East Carolina University

Bachelor of Science, Biochemistry

Grade: Graduated #10 in Class; Dean’s List & Honor Roll

Activities and societies: Relevant coursework: Quantitative Data Analysis, Machine Learning, Software Engineering Foundations, Software Architecture & Design, Software Testing & QA, Software Project Management.

Bachelor of Science in Biochemistry from East Carolina University. Completed coursework in quantitative data analysis, machine learning, and software testing/QA.