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Competences
Experience
Clinical AI Specialist (Internal Medicine)
Freelance/Contract
2026-06 - 2026-07
Evaluated AI‑generated responses to complex internal‑medicine cases for clinical accuracy, reasoning quality and adherence to current medical guidelines. Developed expert reference answers and detailed rationales to support reinforcement‑learning and model improvement. Identified diagnostic errors, unsafe recommendations and reasoning gaps across cardiology, infectious diseases, nephrology, endocrinology and critical‑care scenarios. Worked within structured quality‑assurance workflows, consistently meeting project accuracy standards.
Medical Expert – Cardiology (ECG Interpretation)
Freelance/Contract
2026-05 - 2026-06
Reviewed and interpreted 12‑lead ECGs to evaluate AI model performance in rhythm analysis and electrocardiographic diagnosis. Identified arrhythmias, conduction abnormalities, chamber enlargement, ischemic changes and other clinically significant findings. Produced expert interpretations, differential diagnoses and supporting clinical justifications for model training. Assessed AI‑generated ECG reports for diagnostic accuracy, completeness and patient safety.
Generalist AI Evaluator
Freelance/Contract
2026-03 - 2026-05
Evaluated AI‑generated presentation slides, charts, screenshots, PDFs and other visual artifacts against detailed project guidelines. Reviewed outputs for instruction following, formatting, readability, organization and overall presentation quality. Identified inconsistencies, formatting issues and content errors while providing structured written feedback. Maintained high accuracy across large volumes of evaluation tasks within production deadlines.
Generalist AI Data Specialist
Freelance/Contract
2026-02 - 2026-03
Uploaded and organized multimodal training artifacts including presentation slides, screenshots, charts, PDFs and supporting documents. Verified materials for completeness, formatting consistency and compliance with project specifications. Assisted with dataset preparation and quality assurance for multimodal AI training. Followed detailed annotation guidelines while maintaining accuracy and productivity across high‑volume tasks.
Generalist AI Trainer
Freelance/Contract
2025-08 - 2025-10
Handled AI training tasks across writing, science, general knowledge and reasoning domains, adapting to new task formats and evolving project guidelines. Designed and refined prompts to challenge and improve language‑model capabilities. Assessed model responses for accuracy, helpfulness, logical flow, tone and instruction adherence, providing written justifications. Rewrote low‑quality AI outputs to improve naturalness, factual grounding, clarity and response quality, and flagged hallucinations and safety concerns for downstream correction.
Medical AI Training Specialist
Freelance/Contract
2024-10 - 2024-12
Reviewed AI‑generated medical content for factual correctness, clinical relevance and safety, focusing on internal‑medicine scenarios. Produced detailed feedback and corrective annotations to guide model fine‑tuning. Collaborated with cross‑functional teams to align evaluation criteria with clinical best practices. Ensured high‑quality training data for subsequent model releases.
Formation
MBBS
Langues
English
fluent
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