ESTHER FALLEN
Woodbridge,VA
Summary
Analytical and detail-oriented Data Science Graduate and Current Inova Healthcare Professional offering a strong foundation in data engineering, SQL database development, and ETL pipelines. Technical expertise includes designing structured relational schemas, automating data quality workflows, and assessing patient data privacy frameworks. Combines advanced academic training in data science with hands-on clinical experience within high-pressure hospital environments to support rigorous healthcare data governance, privacy compliance, and information security standards.
Overview
1
1
Certification
7
7
years of professional experience
Work History
Respiratory Therapist
Inova Mount Vernon Hospital
04.2021 - Current
- Data-Driven Clinical Oversight: Maintained accountability for critical patient metrics and telemetry data under high-pressure conditions, altering clinical care methodologies based on real-time data inputs.
- Collaborated with multidisciplinary teams to design and document individual care blueprints, enhancing patient-centered care and ensuring alignment with database architecture and governance standards.
- Ensured adherence to hospital guidelines and clinical data recording accuracy while maintaining HIPAA privacy compliance in daily interactions with electronic health record (EHR) systems.
Data Science & Engineering Intern
Brumdata
06.2025 - 05.2026
- Data Integration & Automation: Created automated Python reporting and data staging workflows to consistently prepare raw source data for analytical consumption, improving pipeline consistency and structural integrity.
- Advanced SQL Database Programming: Drafted performant SQL queries with multi-table joins, subqueries, and Common Table Expressions (CTEs) to effectively aggregate, filter, and isolate transactional data.
- Data Integration & Automation: Developed automated Python reporting and data staging workflows to prepare raw source data for analytical consumption, enhancing pipeline consistency and structural integrity.
- Collaborative Solutions: Collaborated with data analysts and software developers to translate corporate data initiatives into effective database logic and practical data warehouse structures.
Respiratory Therapist
Aya Healthcare
04.2020 - 06.2020
- Managed ventilator settings and monitored responses for critically ill patients.
- Interpreted arterial blood gas results to guide timely respiratory interventions.
- Administered aerosolized medications, oxygen therapy, and airway clearance treatments.
- Assessed patient respiratory status and adjusted therapy plans in collaboration with care teams.
Education
Master of Science - Data Science
Eastern University
St. Davids, PA05-2026
Bachelor of Science - Individualized Studies
Virginia State University
Petersburg, VA05-2023
Skills
- Electronic Health Records
- Clinical Data Analysis
- Healthcare Data Analytics
- Airway management
- Tracheostomy care
- Arterial blood gas analysis
- Patient Data Management
- Clinical Reporting Tools
Affiliations
Member, Delta Sigma Theta Sorority, Inc. (Prince William County Alumnae Chapter) | 2026 – Present
Certification
Licensed Respiratory Therapist (CRT) | Virginia Board of Medicine (Current)
Timeline
Data Science & Engineering Intern
Brumdata
06.2025 - 05.2026
Respiratory Therapist
Inova Mount Vernon Hospital
04.2021 - Current
Respiratory Therapist
Aya Healthcare
04.2020 - 06.2020
Bachelor of Science - Individualized Studies
Virginia State University
Master of Science - Data Science
Eastern University
COMMUNITY LEADERSHIP
Delta Sigma Theta Sorority, Inc. (Prince William County Alumnae Chapter), Member, 2026, Present