Open to opportunities

Jessica Stovall

@jessicastovall

Message

I’m a detail-focused data analyst seeking AI training and data annotation work.

United States

Message

What I'm looking for

I’m looking for an AI Training or Data Annotation role where I can apply structured guidelines to ensure accuracy, quality, and consistency. I want to support model improvement through reliable review, pattern detection, and high data integrity.

I’m a detail-oriented professional with a background in data analysis, quality assurance, and regulatory compliance, and I’m seeking an AI Training or Data Annotation role. I bring experience reviewing complex information, identifying patterns, and applying structured guidelines to support decision-making and model improvement.

In my current role as a Commercial Underwriter Assistant, I analyze structured and unstructured data from applications, validate documentation for accuracy and compliance, and maintain high data integrity within internal automated decision systems. I also identify inconsistencies or missing data through research and stakeholder communication, verifying third-party reports against underwriting acceptance criteria.

Previously at Liberty Mutual–Safeco and State Farm, I interpreted complex policy/claims information, conducted detailed data analysis, detected anomalies and potential fraud, and documented findings in structured systems. Across insurance and customer-facing roles, I’ve consistently focused on accuracy, guideline adherence, process improvement, and clear, structured communication.

Experience

Work history, roles, and key accomplishments

Current

Commercial Underwriter Assistant

Current

King / Embark Insurance

Feb 2025 - Present (1 year 4 months)

Analyzed structured and unstructured application data to support risk evaluation and decision-making. Reviewed documents for accuracy, completeness, and compliance, resolving inconsistencies through research and stakeholder communication.

Data Analysis Data Validation Regulatory Compliance Research Documentation Review Data Integrity

Customer Service Representative

Liberty Mutual - Safeco

Aug 2022 - Feb 2025 (2 years 6 months)

Interpreted complex policy information and produced clear, structured explanations while processing applications with accuracy. Maintained consistent digital records, identified recurring issues, and handled escalated complaints with corrective actions and follow-ups.

Customer Service Documentation Salesforce Process Improvement Escalation Handling Quality Assurance

Claims Injury Associate

State Farm

Jul 2021 - Aug 2022 (1 year 1 month)

Conducted detailed analysis of claims materials, applying rules and policies to classify, evaluate, and resolve cases. Detected anomalies and potential fraud using pattern recognition and verified claimant statements against supporting documents.

Claims Analysis Medical Records Review Fraud Detection Quality Assurance Cross Functional Collaboration Data Verification

Retention Specialist

State Farm

May 2020 - Jul 2021 (1 year 2 months)

Evaluated customer data to determine appropriate retention strategies and escalated irregularities. Documented customer interactions and decisions with high attention to detail.

Retention Strategy Escalation Management Documentation Quality Assurance Research

Sales Representative

State Farm

Apr 2016 - May 2020 (4 years 1 month)

Managed high-volume data entry and maintained accurate customer records. Verified and processed customer-provided information following structured workflows to ensure compliance and consistency.

Data Entry Process Compliance Documentation Critical Thinking Microsoft Office

Claims Representative (Fire & Auto)

State Farm

Apr 2015 - Apr 2016 (1 year)

Reviewed large datasets of claims information to support evaluation and processing decisions. Applied rules-based methods, documented findings for reporting and analytics, and escalated potential fraud indicators to special investigations.

Claims Processing Documentation Data Integrity Quality Assurance