Physiologist & Clinical Data Annotator / Medical LLM Evaluator at Clinix Healthcare (2023 – Present)
Served as a clinical data annotator and medical AI evaluator by applying defined medical criteria to assess physiological findings and ensure output accuracy. Performed systematic quality assurance-style checks that mirror the judgment required for LLM evaluation and RLHF preference ranking. Translated clinical domain knowledge into consistent review and anomaly detection to support safe, reliable healthcare AI training data. • Evaluated physiological assessments (cardiovascular, pulmonary function, neurological screenings) in a structured, criteria-driven manner. • Interpreted vital signs, ECG readings, and lab results to support diagnosis-consistent judgments. • Flagged inconsistencies in electronic health records during quality assurance reviews. • Recommended corrective actions to improve data integrity for downstream annotation and evaluation tasks.