Sergio Rodriguez
Senior Machine Learning Engineer at Block
Melbourne, Victoria, Australia
Summary
🤩
Rockstar🎓
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 (83)
python10
llama-index10
redux-store10
ycombinator10
evaluation10
machine-learning10
monitoring9
react-rails9
clean-architecture9
llmops9
heroku-deployment9
javascript-api9
prompt-engineering9
langchain9
redux9
Programming languages (9)
Github contributions (5)
serodriguez68/haskell-cheat-sheet
Jul 2017 - Aug 2017
Contributions:20 commits, 19 pushes, 1 branch in 14 days
serodriguez68/react-cheatsheet-udemy-2019
Sep 2019 - Mar 2020
This is a React cheatsheet I created for my personal reference. The material is taken from Stephen Grider's Udemy React Course.
Contributions:196 commits, 141 pushes, 2 branches in 6 months
react
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