* 2018: Graduated Master of Computer Science with Honors
* 2014: Best scientific poster award bachelor category, Universidad Autónoma de Ciudad Juárez.
* 2010: Basic science award in physics 2nd place, Instituto Tecnológico de Ciudad Juárez.
* 2010: Basic science award in mathematics 3rd place, Instituto Tecnológico de Ciudad Juárez.
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## Research Activity and Thesis
* 2018 Workshop on Computational Mathematics Problems. (CIMAT)
* 2018 Methods of Analysis of Noncommutative Groups. (Master Thesis)
* 2016 Using the AW-SDG algorithm for faster parameter learning in a regression. (Bachelor Thesis)
* 2013: Two-month research visit as part of the Mexican National Academy of Science summer research program at Instituto Politecnico Nacional / Escuela Superior de Economia, Researched Financial Mathematics under Dr. Francisco Venegas Martínez.
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## Conference Participation
* 2017 Numerical Analysis of the construction of a similarity matrix using an algorithmic measure on abstract groups; IPN International CORE 2017 Congress.
* 2014: Entropy as the limit for data compression, XLVII National Congress of The Mexican Mathematical Society.
* Green Flux: Functions that measure the approximate kWh electricity draw and non-embedding Floating Point operations consumed in the training of a Flux.jl model.
* Flux Compress: Functions and structures that extend Flux.jl layers to allow the compression of models.