Sergio Rodriguez
Senior Machine Learning Engineer at Block
Melbourne, Victoria, Australia
Summary
👤
Senior🎓
Top SchoolSergio Rodriguez is a Senior Machine Learning Engineer with 11 years of experience building production-grade software and ML systems, currently helping scale Cash App’s support ML capabilities at Block. He blends startup grit—having led Hogaru from MVP to Y Combinator and Endeavor success—with enterprise-grade practices in observability, deployment safety, and continual learning for models serving millions of users. Trained with a First-Class Master’s in Information Technology from the University of Melbourne, he specializes in NLP, time-series RNNs and pragmatic data pipelines that prioritize reliability and drift detection. Sergio excels at bridging product strategy and hands-on engineering, from designing privacy controls that passed ISO 27001 audits to running incident response for critical backend services. A self-taught coder turned career-changer, he mentors engineers and continually expands his toolkit—currently exploring Ruby’s Dry ecosystem alongside advanced ML techniques.
11 years of coding experience
5 years of employment as a software developer
High School, High School/Secondary Diplomas and Certificates, High School, High School/Secondary Diplomas and Certificates at Saint George's SchoolThe University of MelbourneUniversidad de los Andes
English, French, Spanish
Github Skills (97)
heroku-deployment10
redux-store10
javascript-api10
react-rails10
week-calendar10
redux10
rendering9
server-side9
webpack9
webpacker9
react9
redux-saga9
react-components8
statistical-learning8
ruby-on-rails8
Programming languages (6)
Github contributions (5)
serodriguez68/haskell-cheat-sheet
Jul 2017 - Aug 2017
Contributions:20 commits, 19 pushes, 1 branch in 14 days
serodriguez68/numpy-stack-cheatsheet
Apr 2022 - Jan 2023
Contributions:27 commits, 20 pushes, 1 branch in 9 months
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