Vincent Quagliaro
Machine Learning Engineer at Mutinex
Greater Sydney Area Australia
Summary
👤
Senior🎓
Top SchoolVincent Quagliaro is a Machine Learning Engineer with 11 years of software experience and 3+ years focused on building production ML models and MLOps platforms. He designs and operates scalable model serving infrastructure and developer-friendly ML pipelines, having implemented MLOps patterns at companies like Airtasker and built decision-engine frameworks for enterprise insurers. Comfortable across the full stack, he blends TensorFlow recommender systems, Kubernetes/Seldon, AWS SageMaker/CloudFormation and FastAPI to turn experiments into monitored, observable production services. He’s led and mentored teams, improving ML ergonomics and deployment reliability while keeping a Lean, product-first approach. A former solo traveler who spent a year across 12 Asian and Middle Eastern countries, he brings curiosity and pragmatic cross-cultural experience to engineering and stakeholder collaboration.
10 years of coding experience
6 years of employment as a software developer
Lycée ChaptalMaster of Science - MS, Machine Learning, Robotics and Signal Processing, Master of Science - MS, Machine Learning, Robotics and Signal Processing at CentraleSupélecBaccalauréat, Baccalauréat at Lycée N. Dame de la Compassion
French, English, Spanish
Github Skills (53)
javascript10
openlibrary10
electron10
windows10
v810
css10
snap10
cross-platform10
squirrel10
refactor10
desktop10
pkg10
chrome10
electron-builder10
html10
Programming languages (5)
Github contributions (5)
ambiata/helm-charts
Dec 2020 - Jun 2021
Helm charts
Contributions:17 reviews, 27 commits, 19 PRs in 6 months
helm-chartschartskuberneteshelm
vQuagliaro/caffe
Jun 2015 - Jun 2015
Contributions:6 PRs, 11 pushes, 3 branches in 1 day
deep-learningpytorchcaffemachine-learning
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