Caroline Reiner

Software & NLP Engineer at Abstractive Health
  • Claim this Profile
Contact Information
us****@****om
(386) 825-5501
Location
New York City Metropolitan Area

Topline Score

Topline score feature will be out soon.

Bio

Generated by
Topline AI

You need to have a working account to view this content.
Join now
You need to have a working account to view this content.
Join now

Credentials

  • Artificial Intelligence Foundations: Machine Learning
    LinkedIn
    Aug, 2022
    - Nov, 2024
  • Artificial Intelligence Foundations: Thinking Machines
    LinkedIn
    Aug, 2022
    - Nov, 2024
  • Python Object-Oriented Programing
    LinkedIn
    Jun, 2022
    - Nov, 2024
  • Good Clinical Practice Course (US FDA focus)
    CITI Program
    Jun, 2022
    - Nov, 2024
  • Research Study Design (RSD)
    CITI Program
    Jun, 2022
    - Nov, 2024

Experience

  • Abstractive Health
    • United States
    • Hospitals and Health Care
    • 1 - 100 Employee
    • Software & NLP Engineer
      • Dec 2022 - Present

      First intern hire for Abstractive Health. I improved the factuality of the NLP transformer models using a method known as constrained beam search. We measured the success of this method using dependency arc entailment (DAE) and the Stanford NLP parser for entity extraction. Subsequently, I improved the accuracy of the product by fine-tuning the LLM models on an Emergency Medicine dataset through Weill Cornell Medicine. First intern hire for Abstractive Health. I improved the factuality of the NLP transformer models using a method known as constrained beam search. We measured the success of this method using dependency arc entailment (DAE) and the Stanford NLP parser for entity extraction. Subsequently, I improved the accuracy of the product by fine-tuning the LLM models on an Emergency Medicine dataset through Weill Cornell Medicine.

  • Yale New Haven Hospital
    • United States
    • Hospitals and Health Care
    • 700 & Above Employee
    • Biomedical Device Engineer
      • Jul 2022 - Jan 2023

      Shadowing physicians to observe the application of medical devices in the fields of Orthopedics, Urology, and Infectious Disease. The clinical immersion is focused on identifying biomedical instruments in need of improvement as well as designing upgraded or novel devices. Shadowing physicians to observe the application of medical devices in the fields of Orthopedics, Urology, and Infectious Disease. The clinical immersion is focused on identifying biomedical instruments in need of improvement as well as designing upgraded or novel devices.

Education

  • Yale University
    Bachelor of Arts - BA, Computer Science and Psychology

Community

You need to have a working account to view this content. Click here to join now