Andres Lugo
Senior Member Of Technical Staff - Machine Learning Frameworks at AMD
Kansas City, Missouri, United States
Summary
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Senior🎓
Top SchoolAndres Lugo is a Senior Member of Technical Staff specializing in machine learning frameworks with 11 years of engineering experience spanning firmware, AI, and full-stack development. He has driven framework porting and optimization for enterprise servers—enabling TensorFlow to train models 2–3x larger—while also contributing firmware fixes to the open-power/op-build project, evidencing hands-on hardware-software integration. At AMD and previously Intel and IBM, he blends low-level firmware expertise (Power9 boot and thermal microcontroller work) with ML engineering to solve performance and memory challenges at scale. A pragmatic problem-solver fluent in Agile practices, he pairs a positive, can-do attitude with strong interpersonal skills and ongoing formal study in AI/ML from UT Austin.
11 years of coding experience
6 years of employment as a software developer
Bachelor of Arts (BA), Computer Science, Bachelor of Arts (BA), Computer Science at The University of Texas at Austin
Spanish, English
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (5)
firmware10
makefile10
sys9
embedded9
buildroot8
Programming languages (6)
Github contributions (5)
open-power/op-build
Aug 2015 - Aug 2016
Buildroot overlay for Open Power
Role in this project:
Embedded Systems Engineer / IoT Developer
Embedded Systems Engineer / IoT DeveloperContributions:11 commits, 8 PRs, 5 comments in 1 year
Contributions summary:Andres primarily contributes to firmware updates for the Open Power buildroot overlay. Their work focuses on updating the OCC firmware, including modifications to support new features like IPL-time checkstop analysis and WOF. The commits demonstrate interactions with specific hardware components like Garrison and Firestone, suggesting a focus on firmware maintenance and updates for Open Power systems.
firmwareoverlaymakefilebuildrootpower
aalugore/models
May 2019 - Jul 2019
Models and examples built with TensorFlow
Contributions:18 pushes, 1 branch in 1 month
tensorflow
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