Vincent Major
Research Associate Professor
New York, New York, United States
Summary
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Senior🎓
Top SchoolVincent Major is a Research Associate Professor and Associate Director at NYU Langone Health with a decade of experience applying machine learning and AI to healthcare. He transitioned from a PhD in Medical Informatics at NYU—where he developed prospective models to identify patients nearing end-of-life—into faculty roles focused on implementation and evaluation of clinical AI systems. His work blends rigorous academic research with practical deployment, emphasizing evaluation metrics and real-world impact rather than purely theoretical performance. Trained in bioengineering and mechanical engineering, he brings a multidisciplinary approach to designing robust, clinically relevant models. Based in New York, he balances teaching and leadership responsibilities while advancing translational informatics. Colleagues note his uncommon focus on prospective evaluation pipelines that bridge model development and clinical decision-making.
10 years of coding experience
5 years of employment as a software developer
Doctor of Philosophy (Ph.D.), Medical Informatics, Doctor of Philosophy (Ph.D.), Medical Informatics at New York UniversityMaster’s Degree, Bioengineering, Master’s Degree, Bioengineering at University of Canterbury
Github Skills (44)
icu10
word2vec9
fasttext9
gensim9
topic-modeling9
nlp8
glove8
corpus8
word-embeddings8
data-mining8
lda8
latent-dirichlet-allocation8
machine-learning7
information-retrieval7
natural-language-processing7
Programming languages (7)
Github contributions (5)
nyupau/nyupau.github.io
Oct 2018 - Jan 2020
Contributions:16 commits, 6 PRs, 21 pushes in 1 year 2 months
vincentmajor/mimicfilters
Mar 2016 - Nov 2016
Contributions:19 commits, 16 pushes, 1 branch in 8 months
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