Summary
Overview
Work History
Education
Skills
Timeline
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Marie E. Jean Gilles

Bethesda,MD

Summary

Detail-oriented biomedical informatician and clinical research data specialist with 6+ years of experience managing complex health data systems. Strong academic foundation in epidemiology, biomedical informatics, and clinical psychiatry, with a proven record of using data-driven solutions to improve health outcomes and support equitable care. Skilled in database architecture, data quality assurance, and dashboard development. Passionate about leveraging behavioral data science and informatics to support digital transformation in healthcare. Eager to contribute to innovation-focused teams that value inclusion, agility, and impact-driven results.

Overview

7
7
years of professional experience

Work History

Clinical Data Manager III

HJF, Data Coordinating and Analysis Center
09.2024 - 05.2025

Clinical Research Support & Data Operations

  • Provided data management support for global multi-site clinical trials focused on HIV prevention and treatment.
  • Designed and maintained Case Report Forms (CRFs) to ensure accurate and consistent clinical data capture across international research sites.
  • Performed subject-level data review, query resolution, and data cleaning to maintain high-quality datasets for global studies.
  • Participated in User Acceptance Testing (UAT), supported development of UAT plans, and documented system validation findings.
  • Ensured completeness, accuracy, and protocol compliance of clinical trial data used in regulatory submissions and internal analyses.

Compliance & Documentation

  • Authored Data Management Plans, CRF completion guidelines, and related documentation for global studies in alignment with Good Clinical Practice (GCP).
  • Supported development of site initiation materials, site training resources, and data validation documentation used across study sites.

Data Management Analyst

UF Department of Psychiatry
04.2019 - 02.2024
Health Data Modeling & Quantitative Analysis
  • Developed reproducible R scripts to perform statistical analyses, automate data cleaning, and generate custom dashboards, improving efficiency and data-driven decision-making.
  • Programmed workflows to monitor key indicators, flag outliers, and visualize clinical and behavioral health trends for large-scale research studies.
  • Standardized, harmonized, and mapped complex datasets for a genome-wide association study (GWAS) on obsessive-compulsive spectrum disorders, integrating data from 15+ international sites spanning two decades; contributed to biomarker discovery in a published study.
  • Collaborated with multi-site research teams to define consistent data collection variables and perform cross-site harmonization, ensuring data integrity for reliable comparative and pooled analyses.
  • Managed 30+ REDCap databases for psychiatric research involving 31,000+ participants, supporting robust data architecture and analytical readiness.


Technical Documentation & Quality Assurance

  • Authored technical documentation, SOPs, and reproducible workflows for data extraction, cleaning, and analysis, supporting cross-functional collaboration and audit readiness.
  • Performed quality assurance and control checks on data processes and outputs to ensure accuracy, reproducibility, and compliance with research standards.
  • Effectively communicated data procedures and findings with internal research teams and external collaborators, enhancing transparency and facilitating informed decision-making

Data & Quality Control Specialist

UF HealthStreet, Department of Epidemiology
05.2018 - 04.2019

Clinical Data Programming & Visualization

  • Used R and SAS to code, clean, and analyze data from over 11,000 participants in multi-site public health research studies.
  • Developed automated reports and dashboards in R to visualize recruitment progress, questionnaire completion rates, and quality control metrics.
  • Created reproducible pipelines for transforming raw questionnaire data into clean, analysis-ready datasets.
  • Conducted in-depth data reviews to identify inconsistencies and implemented batch corrections and quality improvement measures.


Education

Master of Science - Medical Sciences

University of Florida
Gainesville, FL
08-2023

Bachelor of Science - Health Education & Behavior

University of Florida
Gainesville, FL
12-2018

Skills

  • Database design and architecture
  • Data analysis
  • Data validation
  • Data querying and monitoring
  • Data reporting
  • REDCap data management and administration
  • Program evaluation
  • Intermediate R and SAS programming skills
  • SOP and protocol development

Timeline

Clinical Data Manager III

HJF, Data Coordinating and Analysis Center
09.2024 - 05.2025

Data Management Analyst

UF Department of Psychiatry
04.2019 - 02.2024

Data & Quality Control Specialist

UF HealthStreet, Department of Epidemiology
05.2018 - 04.2019

Master of Science - Medical Sciences

University of Florida

Bachelor of Science - Health Education & Behavior

University of Florida
Marie E. Jean Gilles