Drahomira Herrmannova
Senior Applied Scientist, NLP at Thomson Reuters
Alpharetta, Georgia, United States
Summary
👤
Senior🎓
Top SchoolDrahomira Herrmannova is a Senior Applied Scientist specializing in NLP with 11 years of multidisciplinary experience across academia, national labs, and industry. She holds a PhD in Computer Science and has led teams at Elsevier and Oak Ridge National Laboratory to build production ML pipelines that unlock scientific and biomedical literature. Known for translating novel research into deployed products, she balances technical leadership with hands-on model and data engineering. Her work focuses on intelligent access to expert content, combining deep domain knowledge with practical systems thinking. Based in Alpharetta, GA, she has a track record of guiding research directions while delivering real-world software—an indicator of both scholarly rigor and operational delivery.
11 years of coding experience
8 years of employment as a software developer
PhD Computer Science, PhD Computer Science at The Open UniversityMaster's Degree Information Systems, Master's Degree Information Systems at Brno University of Technology
English, Czech, German
Stackoverflow
286reputation
81kreached
12answers
12questions
Github Skills (40)
pdf10
metadata10
crf10
document-processing9
deep-learning8
machine-learning8
transformers8
evaluation7
surface7
pentesting6
neural-network6
ranking6
gensim6
word-embeddings6
python6
Programming languages (7)
Github contributions (5)
ornlcda/SWM2017
Aug 2016 - Mar 2017
Contributions:38 pushes in 6 months
robodasha/trueimpactdataset_analysis
Feb 2017 - Aug 2018
Contributions:3 pushes, 1 branch in 1 year 6 months
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