Armando Guereca

Engineering / Architecture Leadership at mi|im
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Contact Information
us****@****om
(386) 825-5501
Location
United States, US
Languages
  • English Full professional proficiency
  • Spanish Native or bilingual proficiency

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Credentials

  • Sequence Models
    deeplearning.ai
    Mar, 2018
    - Nov, 2024
  • Convolutional Neural Networks
    deeplearning.ai
    Jan, 2018
    - Nov, 2024
  • Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
    deeplearning.ai
    Dec, 2017
    - Nov, 2024
  • Structuring Machine Learning Projects
    deeplearning.ai
    Dec, 2017
    - Nov, 2024
  • Deep Learning Specialization
    deeplearning.ai
    Nov, 2017
    - Nov, 2024
  • Neural Networks and Deep Learning
    deeplearning.ai
    Nov, 2017
    - Nov, 2024
  • Data Science Specialization
    Coursera Course Certificates
    Feb, 2016
    - Nov, 2024
  • Data Science Capstone
    Coursera Course Certificates
    Jan, 2016
    - Nov, 2024
  • Developing Data Products
    Coursera Course Certificates
    Nov, 2015
    - Nov, 2024
  • Practical Machine Learning
    Coursera Course Certificates
    Nov, 2015
    - Nov, 2024
  • Regression Models
    Coursera Verified Certificates
    Oct, 2015
    - Nov, 2024
  • Reproducible Research
    Coursera Verified Certificates
    Oct, 2015
    - Nov, 2024
  • Statistical Inference
    Coursera Verified Certificates
    Oct, 2015
    - Nov, 2024
  • Exploratory Data Analysis
    Coursera Verified Certificates
    May, 2015
    - Nov, 2024
  • Getting and Cleaning Data
    Coursera Verified Certificates
    May, 2015
    - Nov, 2024
  • R Programming
    Coursera Verified Certificates
    Mar, 2015
    - Nov, 2024
  • The Data Scientist’s Toolbox
    Coursera Verified Certificates
    Mar, 2015
    - Nov, 2024

Experience

  • mi|im
    • United States
    • Software Development
    • 1 - 100 Employee
    • Engineering / Architecture Leadership
      • Mar 2016 - Present

      At mi|im we believe that the missing piece to digitizing the world is through turning movement into measurable, reportable data you can interact with, query and most importantly, learn from. I help build a product that delivers on this vision and makes an impact on our customers. At mi|im we believe that the missing piece to digitizing the world is through turning movement into measurable, reportable data you can interact with, query and most importantly, learn from. I help build a product that delivers on this vision and makes an impact on our customers.

  • Kwarter
    • United States
    • Software Development
    • Lead Platform Engineering
      • Jul 2014 - Feb 2016

      Taming a high availability real time platform with a bunch of cool open source tools ;) At the same time pushing innovative apps for the video consumer market, check out Twicer.tv! Toy box: Full AWS platform, Python, and a nice brew of NoSQL DB's. Taming a high availability real time platform with a bunch of cool open source tools ;) At the same time pushing innovative apps for the video consumer market, check out Twicer.tv! Toy box: Full AWS platform, Python, and a nice brew of NoSQL DB's.

  • Milestone Project Inc.
    • United States
    • Entertainment Providers
    • 1 - 100 Employee
    • Lead Platform Engineer (streamnation.com)
      • Oct 2012 - Jun 2014

      - Designed and built a RESTful API on Ruby on Rails supporting multiple platforms (web, mobile, desktop). - Design and specifications of operational environments of our own datacenters that spanned multiple countries and with a multi-petabyte capacity of storage. - Direct responsibility designing and building core backend systems for media storage, access control, content conversion, content deduplication, content ingestion pipelines, content delivery, multi-layered cache, payments (PayPal and credit cards) as well as monitoring and back-office operations. - 365x24x7 on-call support for any hiccup of the platform - Close collaboration with web and mobile teams providing technical mentorship on design and architecture to facilitate reliable integrations. - Designing a search and video recommendation engine for Plizy (product before StreamNation ) Show less

  • Swaylo
    • Marketing and Advertising
    • NoSQL Data Architect / Software Engineering
      • Jun 2012 - Sep 2012

      - Backend code on Node.js - Data repositories for the offline processing of billions of “likes” (using MySQL and MongoDB) - Analyze processes and optimize queries that compute the "Swaylo score" - API and backend infrastructure to provide, authentication, authorization, security and account management - and then Facebook acquired the company. - Backend code on Node.js - Data repositories for the offline processing of billions of “likes” (using MySQL and MongoDB) - Analyze processes and optimize queries that compute the "Swaylo score" - API and backend infrastructure to provide, authentication, authorization, security and account management - and then Facebook acquired the company.

  • Cachinko
    • United States
    • Human Resources Services
    • 1 - 100 Employee
    • Engineering Director
      • Mar 2008 - May 2012

      - Built the development team from the ground up, with development centers on Monterrey (MX) and Mexico City (MX) - Designed a solid, easy-scalable web platform that enabled the company to provide services to potentially millions of users and white-label to partner companies. - Self-learned Natural Language Processing and Machine Learning theory and techniques to build a semantic job recommendation engine with content deduplication. - Collaborated directly with the investors and sales on designing product roadmaps, participating in webinars, onsite demos, trade shows, etc. Show less

  • Pegasus Information Technologies
    • Mexico
    • Founder
      • May 2000 - May 2008

      - Started as a high school side project to sell white box computers and eventually transformed it into a software consulting company specialized in enterprise software development with several employees and customers across the country, only organic growth, no angels, or investment money. (Though times) - Year-long consulting gig with Mexico's branch of GMAC Insurance - Built ERP for 2 different construction companies with modules for almost all departments. - Fun fact: At some point gave maintenance to AS/400 mainframes and network, even offered web hosting and email services to some companies and small businesses before Gmail was a thing :) Show less

Education

  • Instituto Tecnologico de Durango
    BS, Computer Science
    1998 - 2002
  • Coursera
    Deep Learning Specialization, Deep Learning
    2017 - 2018
  • Johns Hopkins Bloomberg School of Public Health - Coursera
    Data Science Specialization, Data science
    2015 - 2016
  • Centro de Bachillerato Tecnologico, Industrial y de Servicios #89
    Technician on Digital Electronic, Digital Electronic
    1995 - 1998
  • Escuela Secundaria Tecnica #1
    Industrial Drawing Assistant, Industrial Drawing
    1992 - 1995

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