Ariel Pérez

Machine Learning Engineer at Luminai

Mountain View, California, United States
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Summary

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Rockstar
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Top School
Ariel Pérez is a Machine Learning Engineer with 11 years of experience building production ML systems and software for autonomous vehicles, search ranking, and large-scale data pipelines. Based in Mountain View, he has shipped prediction and planning models at Cruise, improved image ranking and bias-detection metrics at Google, and delivered shared tooling and text-classification systems at Amazon. Currently at Luminai, he focuses on turning ML research into reliable, deployable solutions that reduce repetitive work. His background spans full-stack and embedded production systems—from industrial control software for Coca-Cola to real-time search algorithms—revealing a rare comfort across hardware-adjacent engineering and cloud-scale ML. A lifelong learner with an AI nanodegree and a pragmatic idealist, he’s driven by automating tedious work and aligning models with better outcomes.
code11 years of coding experience
job10 years of employment as a software developer
bookEngineer's degree, Computer Science, Engineer's degree, Computer Science at Pontificia Universidad Católica de Chile
bookArtificial Intelligence Nano-Degree, Artificial Intelligence, Artificial Intelligence Nano-Degree, Artificial Intelligence at Udacity
bookHIGH SCHOOL/SECONDARY DIPLOMAS AND CERTIFICATES, HIGH SCHOOL/SECONDARY DIPLOMAS AND CERTIFICATES at Andree English School
languagesSpanish, English
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Github Skills (31)

language-model10
pdf7
metadata7
keras7
deep-learning6
ai6
python6
operation6
llm5
observation4
data-science4
machine-learning4
analytics4
scheduler4
automation4

Programming languages (2)

Jupyter NotebookPython

Github contributions (5)

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asparagus/search

May 2016 - Sep 2021

Contributions:38 commits, 38 pushes, 2 branches in 5 years 5 months
asparagus/dota-draft

Apr 2020 - Nov 2022

DOTA Draft suggestions with Neural Nets
Contributions:106 commits, 69 pushes, 1 branch in 2 years 7 months
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