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Sergio Robaudo Rodríguez-Pereira, Machine Learning Developer in Montevideo, Montevideo Department, Uruguay
Sergio Robaudo Rodríguez-Pereira

Machine Learning Developer in Montevideo, Montevideo Department, Uruguay

Member since July 29, 2016
Sergio is a soon-to-be graduate in computer science engineering, currently working on a thesis in collaborative multi-robot exploration. He's been working as a software developer and engineer for over five years now, mainly in the .NET framework. He has always worked for multinational or offshore companies and customers--currently for a PPM company in Seattle--enabling him to work comfortably in a distributed team.
Sergio is now available for hire



  • C#, 6 years
  • Microsoft SQL Server, 6 years
  • REST, 3 years
  • ServiceStack, 3 years
  • ASP.NET, 3 years
  • Microservices, 3 years
  • Inversion of Control, 3 years
  • Machine Learning, 1 year
Montevideo, Montevideo Department, Uruguay



Preferred Environment

GitHub, VisualStudio, SQL Server, Vagrant

The most amazing... I've coded from scratch is an OCR system for license plate scanning used for a big parking company for automatic checking of cars.


  • Senior Software Engineer

    2014 - PRESENT
    • Worked as offshore team software engineer for a company based in Seattle, a leader in portfolio management solutions.
    • Provided full-stack development for maintenance and expansion of the current platform. Developed mainly using .NET, but used several technologies for each concern, including AngularJS, Chef, Puppet, Vagrant, Paket, and Elasticsearch.
    • Used Agile methodologies Scrum and Kanban for daily work.
    • Kept in constant communication with the team in Seattle.
    • Maintained constant awareness of security vulnerabilities in a multi-tenant web application during development.
    • Built microservices.
    • Participated in the selection process of new candidates as a technical interviewer.
    • Continuously investigated new technologies that can be applied to enhance the product or help the development of new features.
    • Worked recently on machine learning, mainly applied to marketing recommendations.
    Technologies: .NET Framework, C#, ASP.NET, MVC.NET, Vagrant, Chef, JavaScript, HTML, CSS, jQuery, Angular, Elasticsearch, R, Octave
  • Software Developer

    2013 - 2014
    Blueboot Software Solutions
    • Set up the Duet/SharePoint/SAP environment.
    • Developed interfaces with SAP using .NET and ABAP.
    • Developed client-side functionality using SharePoint.
    • Used Agile methodologies for organization of the work and communication of progress to customers.
    • Actively investigated new technologies that could be applied to different projects in the company.
    Technologies: C#, ABAP, SharePoint, JavaScript, Duet, SAP
  • Software Developer

    2011 - 2013
    • Maintained and improved software for optimization of trimming, and planning of industries of paper, film, and metal.
    • Developed interfaces between SAP modules and the different products of the company.
    • Worked on a globally distributed team, including daily interactions with people in USA, UK, Brazil, France, Greece, and China.
    • Applied Agile methodologies to daily work.
    • Oversaw projects, reporting/presenting in advance biweekly or monthly to the board of directors.
    Technologies: VB6, C#, VB.NET, ABAP


  • OCR System for Parking Company (Development)

    For a customer, I had to develop optical character recognition (OCR) software from scratch that was used for scanning license plates of cars that were coming in and out of the parking building, so they could be automatically checked in and out.

  • Marketing Recommendations Using Machine Learning (Development)

    Software that applies machine learning algorithms to decide the best place to put ads to get the best ROI possible out of it (using Google Adwords and YouTube).


  • Languages

    Ruby, Visual Basic .NET (VB.NET), C#, Visual Basic 6 (VB6), R, ABAP, HTML, CSS, C++, C, SQL, JavaScript, Haskell, Core Java (J2EE), Python, Java, Octave, Pascal, HTML5
  • Frameworks

    NUnit, ServiceStack, Factory Girl, Ruby on Rails 5, Ruby on Rails (RoR), Rhino Mocks, VB.NET WinForms, ASP.NET MVC, ASP.NET, AngularJS
  • Tools

    Microsoft Visual Studio, RSpec, Cucumber, Sublime Text, Bundler, NuGet, NPM, ReSharper, Paket, AWS ECS, Rake, Eclipse IDE, MATLAB, Crystal Reports
  • Paradigms

    Object-oriented Programming (OOP), REST, Inversion of Control, Microservices, SOA, Kanban, Clean Code, Test-driven Development (TDD), Agile, Scrum, Functional Programming, High-performance Computing
  • Storage

    Microsoft SQL Server, PostgreSQL, Elasticsearch, Memcached, MongoDB
  • Other

    RESTful Web Services, APIs, SOAP, Machine Learning, StatsD, Graphite, Grafana 2, OWASP, Ruby Gems, Webcrawling, Xamarin Forms, DB4O, Ajax
  • Libraries/APIs

    jQuery, Sidekiq, Node.js
  • Platforms

    NetBeans, Azure, SAP NetWeaver


  • Engineer's degree in Computer Engineering
    2007 - 2016
    Universidad de la República, Facultad de Ingeniería - Montevideo, Uruguay
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