Martin Judge

As a Senior Data Scientist with over a decade of experience, I have honed my skills at industry leaders like Google and American Express, as well as in high-growth startups. My expertise lies in Natural Language Processing (NLP), Large Language Models (LLMs), and AI-driven automation, where I have a proven track record of developing scalable, production-ready machine learning solutions. I excel at transforming complex data into actionable insights that drive business success.

In my current role at Abridge, I designed and implemented domain-specific NLP models that have significantly enhanced medical documentation processes. By collaborating with clinicians and product managers, I developed AI-driven solutions that not only improved patient care but also ensured compliance with data protection regulations. My experience includes fine-tuning LLMs and building interactive dashboards that provide real-time tracking of key performance indicators, facilitating informed decision-making at the executive level.

Previously, at Moveworks, I developed advanced Natural Language Understanding (NLU) models and optimized deep learning systems that improved enterprise knowledge discovery and reduced operational costs. My contributions to the Transformer architecture at Google have influenced state-of-the-art NLP benchmarks, showcasing my commitment to innovation and excellence in data science.