Carrie Beth Hough
Natchitoches, Louisiana,United States
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Carrie Beth Hough is a distinguished data scientist and leader with a strong focus on applying artificial intelligence and machine learning to solve complex problems, particularly within the healthcare sector. She currently serves as the Principal Data Scientist at HCA Healthcare, where she leads innovative projects leveraging data to improve patient outcomes, operational efficiency, and clinical decision-making. Her expertise encompasses a wide range of data science disciplines, including predictive modeling, natural language processing, statistical analysis, and the development of scalable AI solutions. Carrie Beth is passionate about translating data-driven insights into actionable strategies and is recognized for her ability to bridge the gap between technical data science and real-world business applications. She is also an advocate for ethical AI and a contributor to the data science community through speaking and mentorship.
Professional Summary
Carrie Beth Hough's work history includes a series of influential roles in various companies. Here is a detailed list of his professional journey:
Notable Achievements
Principal Data Scientist at HCA Healthcare
Leads and mentors a team of data scientists, spearheading the development and deployment of advanced AI/ML models to enhance patient care and optimize healthcare operations across one of the largest healthcare providers in the US.
Innovation in Healthcare AI
Instrumental in developing and implementing cutting-edge machine learning solutions for predictive analytics in clinical settings, contributing to significant improvements in areas like sepsis detection, patient risk stratification, and resource allocation.
Thought Leadership and Community Engagement
Regularly presents at industry conferences and workshops (e.g., Revle, Open Data Science Conference - ODSC) sharing insights on applied data science, AI ethics, and the future of AI in healthcare, fostering knowledge exchange within the data science community.
Advancement of NLP in Healthcare
Pioneered the use of Natural Language Processing (NLP) techniques to extract valuable insights from unstructured clinical notes and medical records, improving data quality and enabling new avenues for research and patient care.
Educational Background
Bachelors of Science, Hospitality Management and Tourism, Concentration in Marketing
Northwestern State University - Year 2002
Haughton High School - Year 1998
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Company Overview
BOM BankBank of Montreal (BMO) is a major Canadian multinational investment bank and financial services company. Founded in 1817 in Montreal, Quebec, it is one of Canada's 'Big Five' banks and the fourth-largest bank in Canada by market capitalization and assets. BMO provides a broad range of personal and commercial banking, wealth management, and investment banking products and services to over 12 million customers globally, primarily in Canada and the United States.
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