Ronny Restrepo
Senior Machine Learning Engineer at Seer
Melbourne, Victoria, Australia
Summary
👤
Senior🎓
Top SchoolRonny Restrepo is a Senior Machine Learning Engineer based in Melbourne with 11 years of experience applying ML to medical-tech, finance and sports wagering startups. He currently leads MLOps and productionization work for a leading epilepsy diagnostics company, having rebuilt its ML pipeline for scalability, reliability and maintainability. Technically strong in Python, deep learning (CNNs, LSTMs), Docker and cloud services (AWS, GCP), he pairs hands-on model development with pragmatic engineering to move research into production. He’s also an experienced educator—mentoring deep learning students on Coursera and creating widely used supplemental tutorials—which informs his talent for explaining complex ideas clearly. Notably, he combines philosophical training with applied ML, bringing a disciplined, evidence-driven approach to problem framing and model evaluation.
11 years of coding experience
3 years of employment as a software developer
Specialization, Deep Learning, Specialization, Deep Learning at CourseraNanodegree, Machine Learning, Nanodegree, Machine Learning at UdacityBachelor of Arts (BA), Philosophy, Psychology, Bachelor of Arts (BA), Philosophy, Psychology at Monash University
Stackoverflow
1,222reputation
73kreached
29answers
4questions
Github Skills (47)
dedicated10
python10
data-science10
acceleration10
machine-learning10
language-processing10
ml10
numpy10
deep-learning10
tensorflow10
deep-neural-networks10
gpu10
natural-language-processing10
autograd10
neural-network10
Programming languages (4)
Github contributions (5)
ronrest/erfnet_segmentation
Oct 2017 - Jan 2018
Contributions:102 commits, 27 pushes, 1 branch in 2 months
ronrest/hackerearth_challenge
Sep 2017 - Oct 2017
Contributions:64 commits, 6 pushes, 1 branch in 1 month
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.