David Esparza

Founder at dnd learning

Zapopan, Jalisco, Mexico
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Summary

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Senior
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David Esparza is a founder, professor, and principal software engineer with over a decade of experience building spatial and machine learning systems for enterprise and research settings. He has led implementation of spatial-temporal ML algorithms and visualization tools at Oracle, contributed to checkout and pricing systems at Amazon, and founded dnd learning to teach algorithms through a book and course. As a longtime educator at Universidad Panamericana and a CIMAT-trained researcher, he blends rigorous probabilistic/Bayesian modeling expertise with practical product delivery. He’s conducted 150+ technical interviews as an Interview Engineer and is skilled at turning complex spatial dependencies into actionable features for regression, classification, clustering and outlier detection. Notably, his background spans both embedded systems and advanced nonparametric Bayesian research, giving him uncommon breadth from low-level engineering to academic machine learning.
code11 years of coding experience
job14 years of employment as a software developer
bookMaster of Science (MS), Computer Science, Master of Science (MS), Computer Science at CIMAT
bookBachelor of Engineering (BE), Electrical and Electronics Engineering, Bachelor of Engineering (BE), Electrical and Electronics Engineering at Universidad Panamericana
languagesEnglish, Spanish
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Github Skills (25)

spatial-regression8
friend8
geography7
closed6
evaluator6
statistics6
spatial5
regression5
weighted5
spatial-analysis5
meta5
python5
topology4
topological-data-analysis4
spatial-data4

Programming languages (4)

C++PHPJupyter NotebookPython

Github contributions (5)

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Cheetos/CIMAT-Research-Stay

Oct 2018 - Feb 2021

Contributions:3 commits, 2 pushes, 1 branch in 2 years 4 months
Perhaps my most ambitious project. Since I started to get involved in competitive programming I used to keep a record of the algorithms and problems I found interesting. Then, during my research stay in Ritsumeikan the university closed for about 2 months due summer vacations, and since I did not have to much money to travel, I started organizing all the algorithms I had, and that is how I started this book. It didn't take me to long to realize that it was too much work for a single person, so after some time I invited my friend Toño to colaborate with me and he glady accepted. Toño participated in the ACM-ICPC world finals twice, and then we were collegues at Oracle, so his knowledge in algorithms is beyond doubt. I still think that this book is too much for two persons, so feel free to contact me if you want to colaborate with us.
Contributions:14 commits in 4 months
pythondidinterestingproblemsthink
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David Esparza - Founder at dnd learning