Hello, I’m Synthia Edwards-Elmore, a detail-oriented Data Annotator and QA professional with 15+ years of experience in data validation, quality assurance, and enterprise system analysis. I have a track record of reviewing and classifying structured and unstructured data with precision, consistency, and adherence to defined guidelines, and I’m passionate about maintaining high data quality across large datasets. I enjoy applying controlled vocabularies and annotation guidelines to support reliable AI/ML workflows, and I’ve been actively expanding my hands-on experience with AI tools and model training processes. In my work, I’ve collaborated with cross-functional teams to define acceptance criteria, track defects, and implement robust data handling procedures. I’m continually refining my skills in AI data labeling, prompt evaluation, and output quality assessment to contribute to RLHF-style annotation and ML model development.

Synthia Edwards-Elmore

Hello, I’m Synthia Edwards-Elmore, a detail-oriented Data Annotator and QA professional with 15+ years of experience in data validation, quality assurance, and enterprise system analysis. I have a track record of reviewing and classifying structured and unstructured data with precision, consistency, and adherence to defined guidelines, and I’m passionate about maintaining high data quality across large datasets. I enjoy applying controlled vocabularies and annotation guidelines to support reliable AI/ML workflows, and I’ve been actively expanding my hands-on experience with AI tools and model training processes. In my work, I’ve collaborated with cross-functional teams to define acceptance criteria, track defects, and implement robust data handling procedures. I’m continually refining my skills in AI data labeling, prompt evaluation, and output quality assessment to contribute to RLHF-style annotation and ML model development.

Available to hire

Hello, I’m Synthia Edwards-Elmore, a detail-oriented Data Annotator and QA professional with 15+ years of experience in data validation, quality assurance, and enterprise system analysis. I have a track record of reviewing and classifying structured and unstructured data with precision, consistency, and adherence to defined guidelines, and I’m passionate about maintaining high data quality across large datasets. I enjoy applying controlled vocabularies and annotation guidelines to support reliable AI/ML workflows, and I’ve been actively expanding my hands-on experience with AI tools and model training processes.

In my work, I’ve collaborated with cross-functional teams to define acceptance criteria, track defects, and implement robust data handling procedures. I’m continually refining my skills in AI data labeling, prompt evaluation, and output quality assessment to contribute to RLHF-style annotation and ML model development.

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Work Experience

AI Specialist (Independent Study) at AI Innovision
September 1, 2025 - Present
Completed AI training programs through AI Innovision (Alicia Lyttle); developed practical fluency in prompt construction, output evaluation, and model behavior; evaluated AI-generated text for accuracy, tone, and contextual appropriateness; gained exposure to AI model development concepts including training data quality and iterative feedback loops.
PeopleSoft Business Analyst / Functional Test Engineer at CACI International, Inc.
March 1, 2020 - January 1, 2025
Executed detailed test scripts to validate data integrity, system logic, and business rules across large-scale enterprise HR datasets. Identified, documented, and tracked data anomalies and defects using HP ALM and Azure DevOps, applying consistent classification standards across thousands of data records. Conducted regression and integration testing across iterative Agile sprints, maintaining precision under tight delivery cycles. Collaborated with cross-functional teams to define acceptance criteria and quality thresholds.
Business/Systems Analyst at CACI International, Inc.
June 1, 2019 - February 1, 2020
Led development and maintenance of 45+ Interface Requirements Specification (IRS) documents, requiring rigorous attention to detail, controlled vocabulary, and compliance with US Army data standards. Documented complex data exchange processes between legacy systems and IPPS-A, ensuring traceability and labeling accuracy across data fields.
Enterprise Resource Planning Analyst at District of Columbia Office of the Chief Technology Officer
August 1, 2017 - January 1, 2019
Analyzed and corrected data anomalies using MS Access and Excel, ensuring clean, validated records in PeopleSoft HCM 9.2. Designed process flow documentation that codified classification rules and data handling procedures across the enterprise.
Business Analyst II at Sprint Corporation
March 1, 2007 - December 1, 2014
Led migration and consolidation of 1,600 HR reports into 463 validated outputs; collaborated with IT to design an ETL pipeline feeding a daily HR Data Warehouse from PeopleSoft, supporting near real-time workforce analytics. Coached end users in query creation and data interpretation using Microsoft Access and Excel.

Education

Bachelor's Degree in Advertising Design at University of Maryland, College Park
January 11, 2030 - April 30, 2026

Qualifications

Google AI Professional – Coursera
January 11, 2030 - April 30, 2026
AI Fueled Profits – AI Innovision
October 1, 2025 - April 30, 2026
AI Marketing Summit – AI Innovision
September 1, 2025 - April 30, 2026
Azure DevOps for Beginners – LinkedIn Learning
January 11, 2030 - April 30, 2026
Business Metrics for Data-Driven Companies – Duke University (Coursera)
January 11, 2030 - April 30, 2026
Excel 2010: Macros in Depth – Lynda.com
January 11, 2030 - April 30, 2026

Industry Experience

Software & Internet, Professional Services, Government, Telecommunications