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Freelancer Overview
I am a systems-oriented professional with extensive experience in financial auditing, business systems development, and structured analysis of transactional workflows. My background includes designing and evaluating financial and operational systems such as POS and ERP solutions, with a strong focus on data integrity, reconciliation logic, and error detection in structured datasets. This work has required high attention to accuracy, compliance rules, and consistency across complex business processes. In addition, I apply structured evaluation and reasoning techniques similar to AI model assessment workflows, including reviewing outputs for correctness, identifying logical inconsistencies, and assessing adherence to defined constraints. These skills align closely with AI training tasks such as data labeling, response evaluation, ranking, and quality assurance.
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