Nathalie Baker is a Managing Director and Lead Data Scientist for EMEA in the D&A practice at FTI Consulting with extensive experience building robust machine learning solutions for clients, particularly in the litigation space. Nathalie has successfully led and delivered a range of major projects, including utilizing Natural Language Processing (NLP) for processing litigation documents, demand forecasting, and Generative AI applications. Through litigation support, she has over six years of experience implementing and fine-tuning Large Language Models (LLMs) such as XLNet and Bert. Her extensive involvement in litigation cases has made her a trusted advisor, providing valuable insights from structured data and identifying statistical and economic inconsistencies in expert reports. Additionally, Nathalie has conducted various AI assessments of third-party machine learning pipelines to ensure robustness, adherence to best practices, and technical alignment with regulations. She also co-led firm-wide AI training initiative.