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Freelancer & Independent profesional
Machine Learning analysis for cryptocoins (database with 2.5M records, time series ML, Python, API)
Web design www.lyobaa.mx, www.catrinaoxaca.com. Drupal e-commerce, PHP, MySQL, HTML.
Solar panel calculation, with energy parameters form API we can calculate how much energy will a solar panel produce along a year in an specific localization in Google maps. Google's solar API, Google's map, PHP, MySQL, HTML.

July 2018 - April 2021
Consultant with a company that sales solar panels and solar pumps.
Bussines planning, predicting zones for better results, maps, graphics, workflows.

june 2014 - march 2018
CG-Coplade, Government Oaxaca State Mexico.
State planning, direct contact with municipality authorities, databases (MySQL & PHP), information managment and analysis, Analysis capacity, Proposals for municipality authorities.

jan. 2006 - may 2014
Consultant & Independent profesional
Services for little and medium business, freelance making maps & cartography studies for Colegio de Hidalgo, Mexico, Turistic Development Plan for Zihuatanejo, Municipal Development Plan for Teacpan, Sinaloa, Mexico, UMAS evaluation for Conabio & Semarnat, Mexico, Intercomunication System for Sistema Producto Ornamentales, Producers Census for Sistema Producto Ornamentales, Fertilizer Consolidate Purchase for Sistema Producto Ornamentales, Mexico, Municipal Urban Plan for Mineral de la Reforma, Hidalgo, Mexico, among others. Mapping, GIS, ArcView, MySQL, web design, PHP, HTML, CSS, Javascript, Server administration, Linux (Suse).

jan. 2007 - dec. 2009
Oficce chief, Cuajimalpa de Morelos Local Council, Mexico city.
Urban Development Planning. Mapping, GIS, ArcView

jan. 2002 - june 2006
Consultant & Informatic leader, (University: Universidad Autonoma Metropolitana, PUEM, Mexico city).
coauthor of 51 memories from town studies (Estudios de barrio), talk in an international Seminary "Repensar la Metropoli" (2005), student advices. Mapping, ArcView, Network installation, Linux server, PHP.

jan. 1999 - june 2000
Fideicomiso de Estudios Estratégicos sobre la ciudad de México, Gobierno del Distrito Federal
Urban Planning, coauthor of chapter IV and VIII of a book named “La ciudad de México, Hoy, Bases para un Diagnóstico” (Mexico city, basis for a diagnosis). Stadistical studies, SPSS, MapInfo, server administration (RedHat).

1990 to 1996
Consult at a electoral bussines. Stadistical analysis, mapping, MapInfo, SPSS.

*******************
Studies & trainning
*******************
Since 2021 competions contributor at Kaggle.
30 days of Machine Learning, Housing Prices Competition. Courses: Intermediate Machine Learning (2021), Python (2021).

Development of Drupal 8 modules (Udemy, 2020)

Machine Learning for Data Science and Analytics (https://courses.edx.org/certificates/20b8ed8775f148e88ed011ea3cb81548)
march 2016, edx y Columbia University

The Analytics Edge (https://s3.amazonaws.com/verify.edx.org/downloads/df65674d00a748adbff2b612149b7a6c/Certificate.pdf)
june 2015, edx y MIT

Master in Computer's Science (incomplete), 1998
Fundación Arturo Rosenblueth para el Avance de la Ciencia, A.C., Mexico city","rawText":"may 2021 - ago 2023 Freelancer & Independent profesional Machine Learning analysis for cryptocoins (database with 2.5M records, time series ML, Python, API) Web design www.lyobaa.mx, www.catrinaoxaca.com. Drupal e-commerce, PHP, MySQL, HTML. Solar panel calculation, with energy parameters form API we can calculate how much energy will a solar panel produce along a year in an specific localization in Google maps. Google's solar API, Google's map, PHP, MySQL, HTML. July 2018 - April 2021 Consultant with a company that sales solar panels and solar pumps. Bussines planning, predicting zones for better results, maps, graphics, workflows. june 2014 - march 2018 CG-Coplade, Government Oaxaca State Mexico. 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Mapping, GIS, ArcView jan. 2002 - june 2006 Consultant & Informatic leader, (University: Universidad Autonoma Metropolitana, PUEM, Mexico city). coauthor of 51 memories from town studies (Estudios de barrio), talk in an international Seminary "Repensar la Metropoli" (2005), student advices. Mapping, ArcView, Network installation, Linux server, PHP. jan. 1999 - june 2000 Fideicomiso de Estudios Estratégicos sobre la ciudad de México, Gobierno del Distrito Federal Urban Planning, coauthor of chapter IV and VIII of a book named “La ciudad de México, Hoy, Bases para un Diagnóstico” (Mexico city, basis for a diagnosis). Stadistical studies, SPSS, MapInfo, server administration (RedHat). 1990 to 1996 Consult at a electoral bussines. Stadistical analysis, mapping, MapInfo, SPSS. ******************* Studies & trainning ******************* Since 2021 competions contributor at Kaggle. 30 days of Machine Learning, Housing Prices Competition. 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