Sergio Rodriguez
Senior Machine Learning Engineer at Block | Generative AI | YC W2017
Updated 1 month ago
9+
Years Experience
8
Roles
20
Skills
2
Education
About
I am a passionate Software and Machine Learning Engineer and I love startups (I actually went to Y Combinator with one). I'm currently a Machine Learning Engineer at Block's Cash App where I focus on applying ML and NLP to solve business problems in the customer support space. A few years ago I completed my Masters at the University of Melbourne, where I extended my software engineering skill set with advanced Machine Learning and Natural Language Processing skills. Before coming to Melbourne, I worked for 2 years with a small, amazing team of people building Hogaru.com from scratch. Hogaru is a Colombian startup that provides on-demand cleaning services to offices and households through an app. In those 2 years, I built most of Hogaru's software and the startup grew to become a Y Combinator and Endeavor company that now employs 800+ single mothers from Colombia's most vulnerable population. I enjoy working with data-driven and pragmatic people. I like experiencing the business front line, being involved in strategic decisions, and then going back to my computer to build products that solve high-value business problems. Don't let my pragmatism fool you though; I'm very serious about software design and code quality. I am a lifelong learner. That's my hobby. I taught myself to code and I actively expand my toolkit in my spare time. If you look closely you will notice that I'm also a very proud career changer. But that's a topic better discussed over a coffee. If you want to have a chat, just send me a private message! I'm always happy to meet new people.
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Experience (8 roles)
Full-time · 5 yrs 2 mos
Current4 roles · Jan 2021 - Present
Senior Machine Learning Engineer
CurrentSenior Machine Learning Engineer
CurrentSenior Software Engineer
Senior Software Engineer
2 roles · Sep 2019 - Dec 2020
Delivery Lead
Senior Software Engineer
Software Engineer - Ruby on Rails
• Reduced churn in the customer acquisition funnel by generating trust and engagement through live interaction using web sockets in the web application. • Designed and developed an automated integrated multi-source metric system to help team leads make data-driven decisions. Examples of data source...
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Education (2)
University of Melbourne
2017 - 2019
Grade: First-Class Honours (90.8)
Universidad de Los Andes
2008 - 2013
Grade: 4.88/5.0 Activities and societies: Process Safety Research Group
Skills (20)
Certifications (2)▼
Software Architecture: Patterns for Developers
Spring Boot 2.0 Essential Training
Publications (1)▼
Kletz's legacy for developing countries: Simple systems based on inherently safer design
Journal of Loss Prevention in the Process Industries · Sep 1, 2012
Languages (2)▼
Volunteer Experience (2)▼
Organizer
Bogotá Ruby Meetup
Jul 2016 - Jul 2017 · 1 yr 1 mo
Organizer
Rails Girls Bogotá
Jul 2016 - Jul 2017 · 1 yr 1 mo
Honors & Awards (2)▼
Melbourne School of Engineering Scholarship
Issued by Melbourne School of Engineering · Oct 2017
Associated with University of Melbourne
Dean's Honour List 2018
Issued by The University of Melbourne School of Engineering and IT · Mar 2019
Associated with University of Melbourne The Dean’s honours List recognises outstanding academic performance, representing the top 5% of students enrolled in an engineering or IT masters by coursework program.
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