Ravel Antunes
AVP Machine Learning Engineering at HotSwitch, Inc.
Orlando, Florida, United States
Summary
👤
Senior🎓
Top SchoolRavel Antunes is an experienced technology leader and AVP of Machine Learning Engineering with 13 years of experience building AI-driven systems across enterprise and startup environments. He currently leads ML engineering at HCA Healthcare after directing Data & MLOps and emerging tech initiatives at The Walt Disney Company, where he applied robotics, sensor fusion, AR/VR and big-data architectures to improve guest experiences. As a co-founder and CTO of HotSwitch he raised seed funding and built interactive media platforms, blending product intuition with hands-on engineering and MLOps best practices. Known for bringing software development rigor to ML projects—CI/CD, versioned model training, and near-real-time data pipelines—he balances architecture strategy with team building and delivery. Based in Orlando, he pairs a formal background in software development and autonomous systems study with practical experience shipping large-scale, production ML systems.
13 years of coding experience
12 years of employment as a software developer
A.S. Degree in Computer Programming & Analysis, Software Development, 3.7, A.S. Degree in Computer Programming & Analysis, Software Development, 3.7 at Valencia Community CollegeSelf-Driving Car Engineer, Artificial Intelligence, Self-Driving Car Engineer, Artificial Intelligence at UdacityColegio Leonardo da Vinci
English, Portuguese, Spanish
Github Skills (70)
fingerprinting10
audio10
deep-linking10
deeplink10
visualization10
lambda9
api9
clojure9
database9
data-visualization9
postgresql9
dashboard9
url-routing9
websocket9
stress9
Programming languages (7)
Github contributions (5)
ravelantunes/CarND-Path-Planning-Project
Oct 2017 - Feb 2018
Contributions:12 pushes, 2 branches in 3 months
highwaynavigatepath-plannerplannerable
ravelantunes/HTMLEncoder
May 2013 - Dec 2013
Contributions:11 commits in 7 months
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