[ADD] new repo

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Eduardo Cueto-Mendoza 2021-04-08 13:36:48 +01:00
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@ -92,8 +92,8 @@
<!-- <a id="github" href="https://github.com/tlienart/franklindocs/blob/master/{{fd_rpath}}">Page source</a> --> <!-- <a id="github" href="https://github.com/tlienart/franklindocs/blob/master/{{fd_rpath}}">Page source</a> -->
<a id="title-header"><h1>A Neural Network Developer</h1></a> <a id="title-header"><h1>A Neural Network Developer</h1></a>
<a id="github" href="#">SPA</a> <!-- <a id="github" href="#">SPA</a>
<span style="width:30px; text-align: center;color:lightgray;">|</span> <span style="width:30px; text-align: center;color:lightgray;">|</span> -->
<a id="github" href="https://github.com/EddieCueto?tab=repositories">GitHub Repositories</a> <a id="github" href="https://github.com/EddieCueto?tab=repositories">GitHub Repositories</a>
</div> </div>

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@ -1,15 +1,17 @@
# Eduardo Cueto Mendoza # Eduardo Cueto Mendoza
Juan Buchanan 1225, Frac. Alfa Flat 2~~~<br/>~~~
Cd. Juarez, Chihuahua 32317 236 North Circular Road~~~<br/>~~~
P: +52 (656) 201-2365 Dublin 7, Co. Dublin~~~<br/>~~~
P: +353 (087) 434-7184~~~<br/>~~~
cueto303@gmail.com cueto303@gmail.com
~~~ ~~~
<hr> <hr>
~~~ ~~~
##### PhD Researcher ##### PhD Researcher
At the moment doing research on neural networks and convex optimization, learning Julia and COBOL. Playing Red Dead Redemption 2 and L.A. Noir. At the moment doing research on neural networks and convex optimization,
learning Julia and Rust. Playing Red Dead Redemption 2 and L.A. Noir.
~~~ ~~~
<hr> <hr>
@ -23,20 +25,31 @@ At the moment doing research on neural networks and convex optimization, learnin
##### Current ##### Current
##### PhD Computer Science ##### PhD Computer Science
Working on state of the art research in deep neural network model compression. Funding obtained from D-REAL - SFI (Centre for Research Training in Digitally-Enhanced Reality). My current work explores the interaction of DNN and their energy
efficiency and size in storage/memory. I am currently exploring methods
that combine Topological Data Analysis into the generation of slimmer
architectures, also simultaneously profiling state of the art architectures
to fully understand the interaction of hardware and the amount of energy
consumed. The former data is compared with other classical or other variations
of the architecture to truly see if the increment in accuracy/precision does not
require an exorbitant amount of energy (compared to our gains).
#### Centro de Investigación en Computación - IPN #### Centro de Investigación en Computación - IPN
##### Aug 2016 - Jun 2018 ##### Aug 2016 - Jun 2018
##### Master in Computer Science ##### Master in Computer Science
Learned state of the art machine learning algorithms and natural language processing techniques. Thesis work was done towards the computational relationships of group theory and natural languages. Learned state of the art machine learning algorithms and natural language
processing techniques. Thesis work was done towards the computational
relationships of group theory and natural languages.
#### Universidad Autónoma de Ciudad Juárez #### Universidad Autónoma de Ciudad Juárez
##### Aug 2011 - May 2016 ##### Aug 2011 - May 2016
##### Bachelor in Mathematics ##### Bachelor in Mathematics
Learned a variety of methods to prove statements in different areas of mathematics. Optative course work was geared towards applied mathematics: optimization, probability theory, functional analysis, stochastic ODE, etc. Thesis was required for the degree, work was done in stochastic optimization. Learned a variety of methods to prove statements in different areas of
mathematics. Optative course work was geared towards applied mathematics:
optimization, probability theory, functional analysis, stochastic ODE, etc.
Thesis was required for the degree, work was done in stochastic optimization.
~~~ ~~~
<hr> <hr>
@ -51,13 +64,20 @@ Learned a variety of methods to prove statements in different areas of mathemati
##### Feb 2019 - Mar 2020 ##### Feb 2019 - Mar 2020
##### Lead Data Analyst ##### Lead Data Analyst
Applied ML to mine relevant information from our customers and integrate it to our platform called Zahoree. This platform is a customer journey modeling system, my contribution to the team is the processing of all our natural language sources (tickets, complaint emails, and reviews) and transform this data into information that is important for our customers business intelligence. Applied ML to mine relevant information from our customers and integrate it to
our platform called Zahoree. This platform is a customer journey modeling
system, my contribution to the team is the processing of all our natural
language sources (tickets, complaint emails, and reviews) and transform this
data into information that is important for our customers business intelligence.
#### Indboo. #### Indboo.
##### Jan 2018 - Jan 2019 ##### Jan 2018 - Jan 2019
##### Odoo Python Developer ##### Odoo Python Developer
Developed modules for Odoo (Open ERP) using Python, Javascript and PostgreSQL. The team used Agile Scrum and DevOps as the development methodology. Used docker and Git as version control. Started the job remotely. We modified Odoo to adjust it to our customers needs. Developed modules for Odoo (Open ERP) using Python, Javascript and PostgreSQL.
The team used Agile Scrum and DevOps as the development methodology. Used docker
and Git as version control. Started the job remotely. We modified Odoo to adjust
it to our customers needs.
~~~ ~~~
<hr> <hr>
@ -105,7 +125,7 @@ Developed modules for Odoo (Open ERP) using Python, Javascript and PostgreSQL. T
~~~ ~~~
* Neural Networks * Neural Networks
* Convex/Combinatorial Optimization * Convex/Combinatorial Optimization
* Statistical/Machine Learning * Statistical/Machine Learning
* Information Theory * Information Theory
* Julia Programming Language * Julia Programming Language

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@ -6,7 +6,7 @@
This blog is where I intent to update my projects as well as my research. I am doing this right now due to COVID-19 and the fact that the epidemic started when I was about to start a PhD position in TU Dublin. This blog is where I intent to update my projects as well as my research. I am doing this right now due to COVID-19 and the fact that the epidemic started when I was about to start a PhD position in TU Dublin.
Currently I've been working in two "big" projects: Currently I've been working in two "big" projects:
* `Setting up this blog` and `translating it to spanish` * `Setting up this blog`
* `Implement compression methods for Deep Neural Networks Models (DNN)`. * `Implement compression methods for Deep Neural Networks Models (DNN)`.
Both of this projects are being developed with [Julia](https://julialang.org/), language which was introduced to my during my time at Instituto Politécnico Nacional - Center for Computing Research [IPN](https://www.cic.ipn.mx/index.php/es/). The Julia packages that I am either using or extending are [Flux.jl](https://fluxml.ai/) and [Franklin.jl](https://franklinjl.org/). Both of this projects are being developed with [Julia](https://julialang.org/), language which was introduced to my during my time at Instituto Politécnico Nacional - Center for Computing Research [IPN](https://www.cic.ipn.mx/index.php/es/). The Julia packages that I am either using or extending are [Flux.jl](https://fluxml.ai/) and [Franklin.jl](https://franklinjl.org/).
@ -28,6 +28,10 @@ function len(p::T) where T<:Point
end end
``` ```
## 07/04/2021
OK it is been a while since I wrote on the blog
## A bit about myself ## A bit about myself
My interest in science started from a very early age I was in love with physics because a teacher in elementary school had a copy of the book `COSMOS` which he lend me and I was marveled by the words of [Carl Sagan](https://en.wikipedia.org/wiki/Carl_Sagan). A few years later I discovered chemistry and gave it a try but found it a bit expensive and hard so I kept trying to find "my calling", until as a teenager I got my first PC thanks to working in tending yards and some money that my parents were able to lend me. My interest in science started from a very early age I was in love with physics because a teacher in elementary school had a copy of the book `COSMOS` which he lend me and I was marveled by the words of [Carl Sagan](https://en.wikipedia.org/wiki/Carl_Sagan). A few years later I discovered chemistry and gave it a try but found it a bit expensive and hard so I kept trying to find "my calling", until as a teenager I got my first PC thanks to working in tending yards and some money that my parents were able to lend me.

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@ -5,9 +5,9 @@
"main": "index.js", "main": "index.js",
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"test": "echo \"Error: no test specified\" && exit 1" "test": "echo \"Error: no test specified\" && exit 1"
}, },

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