Lexi Signoriello
Research Scientist at NYU Langone Health
New York, New York, United States
Summary
👤
Senior🎓
Top SchoolLexi Signoriello is a research scientist and data scientist with 10 years of experience applying machine learning and computational biology to healthcare problems, currently working at NYU Langone Health after leading data science at BCG X. She holds a PhD in Bioinformatics from Yale, where her thesis combined physical cell modeling and time-resolved imaging to study melanoma, and built large-scale image-analysis pipelines during a health data science fellowship. Lexi excels at translating complex multichannel imaging and biophysical models into production-ready ML solutions—she’s used PCA, transfer learning, and convolutional networks to extract clinically relevant features and prototype AWS-hosted visualization tools. Comfortable bridging academic rigor and consulting delivery, she brings both deep domain expertise and product-minded execution to healthcare analytics. An unusual strength is her background in hands-on teaching and instruction, from yoga classes to web-development workshops, which sharpens her communication of technical ideas to diverse audiences.
10 years of coding experience
11 years of employment as a software developer
Bachelor of Science (B.S.) Mathematics, Bachelor of Science (B.S.) Mathematics at Ursinus CollegeDoctor of Philosophy - PhD Bioinformatics, Doctor of Philosophy - PhD Bioinformatics at Yale UniversityHigh School Diploma, High School Diploma at St. Joseph High School
Github Skills (5)
vtk3
python3
scientific-visualization2
regl2
visualization2
Programming languages (1)
Github contributions (5)
alsignoriello/vertex_model
Jan 2016 - Apr 2016
Contributions:97 commits, 92 pushes, 1 branch in 2 months
alsignoriello/vicsek_model
Mar 2016 - Apr 2016
Contributions:36 commits, 34 pushes, 1 branch in 14 days
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