Esteban Guillen
Principal Software Engineer at Sandia National Laboratories
Albuquerque, New Mexico, United States
Summary
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Senior🎓
Top SchoolEsteban Guillen is a Principal Software Engineer at Sandia National Laboratories with a decade of experience applying machine learning and deep learning to defense-grade computer vision challenges. He leads a small team that translates complex data problems into practical, reliable ML solutions and ensures research and production stay tightly aligned. Over his long tenure at Sandia, he has shipped features, designed architectures, established automated testing, mentored staff, and taught deep learning while tackling embedded hardware issues. He is pursuing a Ph.D. in Computer Science at the University of New Mexico, combining rigorous research with hands-on delivery across mission-critical systems. Based in Albuquerque, New Mexico, he brings leadership in ML, systems engineering, and a strong curiosity for applying AI to national security problems.
10 years of coding experience
17 years of employment as a software developer
Doctor of Philosophy (Ph.D.), Computer Science, 3.90, Doctor of Philosophy (Ph.D.), Computer Science, 3.90 at University of New Mexico School of EngineeringBachelor of Science (BS), Computer Engineering, 3.7, Bachelor of Science (BS), Computer Engineering, 3.7 at Kansas State University
Github Skills (13)
filesystem7
tensorflow-io6
streaming6
file-system5
python4
tensorflow4
deep-learning3
machine-learning3
neural-architecture-search3
gpu3
distributed-training2
automl2
tpu1
Programming languages (2)
Github contributions (5)
EstebanGuillen/MachineLearningProject4
Apr 2016 - Oct 2017
Contributions:1 push, 1 branch in 1 year 5 months
EstebanGuillen/ResearchMilestone
Nov 2018 - May 2019
Contributions:34 pushes, 1 branch in 5 months
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