Innovative Data Scientist with 10+ years of experience at industry leaders like Google and American Express, as well as high-growth startups. Specializing in NLP, LLMs, Gen Al, and Al-driven automation, I have a proven track record of developing scalable, production-ready ML solutions, turning complex data into actionable insights.

Martin Judge

Innovative Data Scientist with 10+ years of experience at industry leaders like Google and American Express, as well as high-growth startups. Specializing in NLP, LLMs, Gen Al, and Al-driven automation, I have a proven track record of developing scalable, production-ready ML solutions, turning complex data into actionable insights.

Available to hire

Innovative Data Scientist with 10+ years of experience at industry leaders like Google and American Express, as well as high-growth startups. Specializing in NLP, LLMs, Gen Al, and Al-driven automation, I have a proven track record of developing scalable, production-ready ML solutions, turning complex data into actionable insights.

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Language

English
Fluent

Work Experience

Senior Data Scientist at MoveWorks
April 1, 2021 - Present
Developed and fine-tuned advanced NLP models for automated medical transcription and summarization, enhancing real-time documentation and enabling AI-driven assessment. Designed robust data pipelines using Apache Spark, Airflow, and AWS to integrate diverse clinical data sources into visualization platforms. Built interactive dashboards in Power BI to monitor AI-generated note accuracy, clinician adoption rates, and documentation turnaround times, supporting informed strategic decisions. Collaborated with clinicians, product managers, and researchers to reduce clinician workload while maintaining HIPAA compliance and data privacy. Implemented end-to-end data processing workflows and de-identification techniques for high-quality clinical data, enabling downstream analytics.
Senior Data Scientist at Abridge
April 1, 2021 - Present
Designed and implemented domain-specific NLP models for automated medical transcription and summarization, enabling AI-driven patient data insights and improved operational efficiency. Collaborated with clinicians, product managers, and researchers to automate clinical documentation while maintaining HIPAA compliance. Built interactive dashboards using Looker and Tableau to monitor AI-generated metrics, including transcription accuracy and clinician adoption rates. Developed robust data pipelines with Apache Spark, Airflow, and AWS to integrate diverse clinical data sources, enabling real-time analytics and decision support.

Education

M.S., Statistics at The University of Georgia
August 1, 2018 - March 1, 2021
B.S., Mathematics at The University of Georgia
May 1, 2016 - August 1, 2018
B.S., Statistics at The University of Georgia
July 1, 2014 - May 1, 2016
Bachelor of Science at University of Georgia
July 1, 2014 - May 1, 2016
Bachelor of Science at University of Georgia
May 1, 2016 - August 1, 2018
Master of Science at University of Georgia
August 1, 2018 - March 1, 2021

Qualifications

Add your qualifications or awards here.

Industry Experience

Healthcare, Life Sciences, Software & Internet, Professional Services, Education, Media & Entertainment

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