Aaron Reich
LLM Research Engineer IV at Samsung Research America (SRA)
Mountain View, California, United States
Summary
👤
Senior🎓
Top SchoolAaron Reich is an LLM research engineer and applied ML leader with a decade of experience building production-grade NLP and graph ML systems for healthcare and consumer platforms. He earned an MS in CS (Machine Learning) from Georgia Tech and has published ACL and SIGSPATIAL papers from research led under prominent professors, demonstrating strong research-to-production fluency. At Cerner, Alpine Health, and as a contractor for Disney, he drove transitions from expert-rule systems to LLM-based classifiers and RAG architectures, scaling medical record retrieval and personalization systems used by large enterprise clients. He has a track record of taking prototypes to scalable products—reducing human fallbacks in RPA pipelines and maturing Clinical LLM and IR tech integrated with Epic. Currently focused on digital health LLM work at Samsung Research America while embedded via DGN Technologies, he blends hands-on modeling, deployment (SageMaker, PyTorch, Transformers), and product-facing R&D. Uncommonly, his background spans both deep academic adversarial-NER innovations and practical no-code automation tooling that reduced dependency on external teams.
10 years of coding experience
7 years of employment as a software developer
Master of Science in Computer Science Specialization in Machine Learning , Research-Oriented Program | GPA: 4.0/4.0 | On-Campus - Atlanta, GA, Master of Science in Computer Science Specialization in Machine Learning , Research-Oriented Program | GPA: 4.0/4.0 | On-Campus - Atlanta, GA at Georgia Institute of TechnologyBachelor of Science - BS, Computer Science, Bachelor of Science - BS, Computer Science at Florida Atlantic University
English, Spanish, Hebrew
Github Skills (53)
normal8
transformation7
snow7
twitter-api7
biomedical7
data-augmentation6
binder6
bioinformatics6
api6
runnable6
twitter6
streaming5
nlp5
text-processing5
pure-python5
Programming languages (3)
Github contributions (5)
SALT-NLP/Guided-Adversarial-Augmentation
Mar 2022 - Jul 2022
Contributions:21 commits, 1 PR, 14 pushes in 4 months
agr505/RealEstateFinder
Nov 2016 - Dec 2016
Contributions:68 pushes, 1 branch in 1 month
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