Eduardo Avilés
Machine Learning Engineer at LoanPro
Guatemala
Summary
👤
Senior🎓
Top SchoolEduardo Avilés is a Machine Learning Engineer with 11 years of experience building end-to-end software and ML solutions, currently applying his skills at LoanPro in Guatemala. He combines a full-stack background—from front-end and back-end systems to production ML pipelines—gained through senior roles at LogMeIn and BairesDev. Comfortable spanning data science, BI/AI development, and software engineering, he has repeatedly moved projects from prototype to production while balancing product needs and technical debt. Trained in computer science at Universidad de San Carlos de Guatemala, he brings practical experience in both web and desktop application development dating back to early career roles. Notably, his trajectory shows a consistent shift toward production-grade ML, reflecting a strong interest in operationalizing models rather than only research.
11 years of coding experience
11 years of employment as a software developer
Bachelor's degree, Computer Science, Bachelor's degree, Computer Science at Universidad de San Carlos de Guatemala
English
Stackoverflow
79reputation
83kreached
1answer
0questions
Github Skills (57)
pipeline8
autocomplete8
java8
operation7
compose7
serial-port7
python7
pty6
data-analysis6
singer6
mssql6
databases6
terminal-emulator6
data-warehouse6
number-formatting6
Programming languages (8)
Github contributions (5)
DreamFac/quiniela.api
May 2018 - Sep 2018
Contributions:8 PRs, 57 pushes, 18 branches in 4 months
CheerProject/cheerproject.judge.system.ui
Aug 2018 - Aug 2019
Contributions:12 PRs, 35 pushes, 41 branches in 1 year
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