Data Systems Specialist

I am a detail-driven data systems specialist with over 10 years of experience in structured data validation, documentation, and cross-agency accuracy assurance. My expertise lies in reviewing, verifying, and annotating complex information with exceptional precision. I am adept at working independently in remote environments, following guidelines closely, and maintaining high-quality output across large datasets.

Throughout my career, I have developed strong skills in AI output evaluation and annotation, data quality and accuracy verification, and technical documentation. I am proficient in interpreting guidelines and ensuring compliance while managing multi-system data reviews. My analytical and critical thinking abilities support my commitment to delivering precise and reliable data.

I have extensive experience coordinating remote workflows, managing deadlines, and reporting with minimal supervision. I am passionate about supporting AI and machine learning development by providing accurate evaluation and feedback to improve model performance. My technical skills include working with IMS, CRM platforms, and EHR/behavioral health systems, as well as productivity and workflow tools like Microsoft Office, Google Workspace, Asana, and Trello.

I have authored coding reference manuals and created data dictionaries and workflow maps to enhance clarity and consistency in data systems. My background includes roles in administrative management, procurement, and executive assistance, where I designed digital filing systems and improved documentation workflows.

I am motivated to contribute to AI development through precise data evaluation, annotation, and guideline-driven task execution. I am particularly interested in how structured data, logic, and human feedback can improve model accuracy and performance.