Karen McNeil, PhD, is the LLM Red Teaming Practice Director at Innodata, where she leads efforts in AI safety, specializing in the identification and mitigation of vulnerabilities in generative AI models. She develops and standardizes data processes for large language models, ensuring high-quality AI outputs and secure deployment. Karen’s work integrates advanced red teaming strategies, multilingual prompts, and AI security frameworks to enhance model robustness and trust.