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Outlier

AI Training Expert | Evaluation, Factuality & Improvement

Core Skills & Expertise

Artificial Intelligence LLM NLP Clinical AI Medical Writing Factuality

Impact Timeline

Phase 01

Model Optimization

Leveraged deep clinical and technical domain expertise to train, evaluate, and optimize complex LLMs in medicine, linguistics, and technical terminology.

Phase 02

Factuality & Safety Assurance

Assessed and ranked the factuality, relevance, and safety of AI-generated responses to ensure human-centric accuracy in clinical applications.