Danilo Zambelli
Model Validator
Malvern, Pennsylvania, United States
Summary
🤩
Rockstar🎓
Top SchoolDanilo Zambelli is a model validation and AI/ML scientist with nine years of experience applying robotics, autonomous systems, and quantitative modeling to production problems. Based in Malvern, PA, he combines a PhD in Computer Science/Robotics with hands-on engineering roots in electrical and automation engineering from Universidad de Chile. At Vanguard he splits responsibilities between validating complex models and advancing AI/ML capabilities, bringing a researcher’s rigor to regulatory and risk-focused environments. His background in robotic control and machine intelligence informs a pragmatic approach to model robustness, interpretability, and deployment. An entrepreneurially minded engineer, he bridges academic depth and practical delivery, often translating control-theory intuition into financial and autonomous systems solutions. Colleagues rely on him for clear-headed validation of sophisticated algorithms and for turning research prototypes into auditable, production-ready models.
9 years of coding experience
PhD Computer Science / Robotics, PhD Computer Science / Robotics at University of Southern CaliforniaBachelor of Science / Professional Engineer Electrical Engineering, Bachelor of Science / Professional Engineer Electrical Engineering at Universidad de ChileHigh School Diploma, High School Diploma at Alliance Francaise, Santiago Chile
Spanish, French, English
Github Skills (41)
gaussian-mixture-models10
nearest-neighbors10
r10
pca10
svm10
ensemble-learning10
java10
h2o10
naive-bayes10
statsmodels10
stacked10
random-forest10
gam10
factorization10
modeling10
Programming languages (1)
Github contributions (5)
dfbassi/smartsystem
Aug 2016 - Jun 2018
Contributions:27 pushes, 3 branches, 3 comments in 1 year 9 months
dfbassi/hello
Jul 2016 - Jul 2016
Contributions:2 PRs, 2 pushes, 3 branches in 1 day
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