Guillermo Nusbaum
Senior ML Scientist & ML Science Manager at Wayfair
Boston, Massachusetts, United States
Summary
👤
Senior🎓
Top SchoolGuillermo Nusbaum is a mathematician-turned-ML leader with 10+ years of engineering experience and over seven years focused on data science and machine learning, currently managing ML Science at Wayfair. He blends deep theoretical training (Master’s in Mathematical Sciences and summer schools in logic/computation) with hands-on production ML, having led teams and shipped generative AI solutions across retail and startup environments. Comfortable bridging roles—management, engineering, analytics, and product—he excels at stakeholder-driven projects that require both rigorous modeling and pragmatic delivery. A seasoned instructor with a decade of teaching experience, he brings strong communication skills that make complex technical work accessible to diverse audiences. Notably, his background ranges from big data engineering and security internships to leading data science at a real-time remote assistance startup, reflecting rare breadth across research and applied systems.
10 years of coding experience
12 years of employment as a software developer
Technical Degree Informatics Orientation Orientation in Informatics and Digital Means of Communication, Technical Degree Informatics Orientation Orientation in Informatics and Digital Means of Communication at Escuela Tecnica ORTMaster's degree Mathematical Sciences, Master's degree Mathematical Sciences at University of Buenos AiresHilbert-Bernays Summer School on Logic and Computation 2018 Lógica, Hilbert-Bernays Summer School on Logic and Computation 2018 Lógica at The University of Göttingen
English, Spanish, Chinese, Hebrew
Stackoverflow
462reputation
35kreached
20answers
8questions
Github Skills (49)
slice7
tfidf-vectorizer6
optimization6
data-analysis6
binder6
bytecode6
source-code-analysis6
command-line6
text-classification6
python6
subprocess6
dataframe6
java6
pandas6
kmeans6
Programming languages (6)
Github contributions (5)
billy-mosse/MESSI
Dec 2018 - Nov 2020
Contributions:124 pushes, 1 branch, 1 comment in 1 year 11 months
billy-mosse/spiderman
Apr 2019 - Jun 2019
Contributions:33 commits, 28 pushes, 1 branch in 2 months
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