Hi, I’m Anna Rosily. I’m a dedicated Analytical AI & NLP QA Analyst with over three years of hands-on experience in annotation, Boolean logic modeling, and rule-based framework design for US-based AI projects. I’m skilled at building and validating high-quality linguistic datasets, optimizing LLM accuracy, and ensuring data precision through rigorous QA and error analysis. I thrive in cross-functional teams, turning complex data challenges into reliable, next-generation AI systems. My proactive approach has helped achieve 99% labeling accuracy, streamline workflows, and safeguard privacy in sensitive environments, while mentoring teammates to elevate QA standards and model reliability.

Anna Rosily

Hi, I’m Anna Rosily. I’m a dedicated Analytical AI & NLP QA Analyst with over three years of hands-on experience in annotation, Boolean logic modeling, and rule-based framework design for US-based AI projects. I’m skilled at building and validating high-quality linguistic datasets, optimizing LLM accuracy, and ensuring data precision through rigorous QA and error analysis. I thrive in cross-functional teams, turning complex data challenges into reliable, next-generation AI systems. My proactive approach has helped achieve 99% labeling accuracy, streamline workflows, and safeguard privacy in sensitive environments, while mentoring teammates to elevate QA standards and model reliability.

Available to hire

Hi, I’m Anna Rosily. I’m a dedicated Analytical AI & NLP QA Analyst with over three years of hands-on experience in annotation, Boolean logic modeling, and rule-based framework design for US-based AI projects. I’m skilled at building and validating high-quality linguistic datasets, optimizing LLM accuracy, and ensuring data precision through rigorous QA and error analysis.

I thrive in cross-functional teams, turning complex data challenges into reliable, next-generation AI systems. My proactive approach has helped achieve 99% labeling accuracy, streamline workflows, and safeguard privacy in sensitive environments, while mentoring teammates to elevate QA standards and model reliability.

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Language

English
Fluent
German
Beginner
Malayalam
Fluent
Hindi
Fluent

Work Experience

Analyst, Genius Model Support at Press Ganey
September 1, 2025 - September 1, 2025
Optimized Boolean logic frameworks using proximity and parentheses rules to extract NLP data and reduce model noise. Created annotation standards in John Snow Labs tools to ensure consistent, high-quality datasets. Conducted detailed quality checks and audits to maintain data precision across annotation tasks. Collaborated with cross-functional stakeholders to resolve logic inconsistencies and enhance model reliability. Consistently met and exceeded performance targets, maintaining superior accuracy and data integrity.
Data Operations Analyst at Reputation Data
May 1, 2023 - May 1, 2023
Delivered 99% accuracy in sentiment analysis across diverse social media reviews, supporting accurate business decisions. Reported real-time quality metrics, providing actionable insights that enhanced operational efficiency for stakeholders. Identified a malfunction in the PHI masking bot, collaborated with the technical team, and safeguarded patient data. Maintained strict SLA adherence, achieving daily targets while ensuring uncompromised quality standards in analysis. Enhanced NLP tool performance by identifying improvement opportunities and implementing corrective measures.
Accounting Assistant at S. Suresh Babu & B. Kiran Associates
May 1, 2022 - May 1, 2022
Assisted in financial data entry, reconciliation, and reporting using accounting software and Excel-based tracking. Supported audit preparation, ledger maintenance, and document verification, ensuring zero discrepancies in client accounts. Collaborated with senior accountants to streamline billing and record management workflows, reducing manual errors. Developed a keen eye for data accuracy, compliance, and structured documentation, foundational to later analytical roles.

Education

Bachelor of Commerce at Kerala University, Thiruvananthapuram
January 11, 2030 - January 1, 2019

Qualifications

Prompt Engineering for Developers
January 11, 2030 - November 10, 2025
Master in Computerized Financial Accounting
January 11, 2030 - November 10, 2025
Accounting
January 11, 2030 - November 10, 2025
Introduction to Generative AI
January 11, 2030 - November 10, 2025

Industry Experience

Software & Internet, Professional Services, Healthcare, Life Sciences, Media & Entertainment