# Caroline Reiner

> Founding Software & NLP Engineer | Chief of Staff

Location: New York City Metropolitan Area, United States
Profile: https://flows.cv/carolinereiner

Software engineer, data scientist, and machine learning specialist with a strong passion for AI applications in healthcare, specifically in improving patient outcomes. I currently work at Abstractive Health where we leverage transformer models to automate patient chart summaries for physicians. I am always seeking opportunities to apply and expand my current skillset and connect with passionate people! 

Skills: Python, Javascript, C, C++, R, ROS, NLP, Machine Learning(ML), AI, PyTorch, Hugging Face

## Work Experience
### Founding Engineer (NLP) | Chief of Staff @ Abstractive Health
Jan 2024 – Present | New York, New York, United States

### NLP Engineer @ Abstractive Health
Jan 2023 – Jan 2024 | New York, New York, United States

### Machine Learning Engineer Intern @ Abstractive Health
Jan 2022 – Jan 2023
First intern hire for Abstractive Health. 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.

### Medical Device Engineering Intern @ Yale New Haven Hospital
Jan 2022 – Jan 2023
Conducted clinical workflow analyses across Orthopedics, Urology, and Infectious Disease to identify device inefficiencies and design improvement opportunities. Proposed novel device modifications.

### Private Tutor and Programming Instructor @ Unknown
Jan 2020 – Jan 2021
Facilitating Python learning for students by developing and implementing self-created, structured lesson plans. Reinforcing classroom material and accommodating various learning styles for other students in their college-level courses.


## Education
### Bachelor of Arts - BA in Computer Science and Psychology
Yale University


## Contact & Social
- LinkedIn: https://linkedin.com/in/caroline-reiner

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Source: https://flows.cv/carolinereiner
JSON Resume: https://flows.cv/carolinereiner/resume.json
Last updated: 2026-03-20