toptal.com
Contact us: +1.888.604.3188
Elder Santos, Machine Learning Developer in São José dos Campos - State of São Paulo, Brazil
Elder Santos

Machine Learning Developer in São José dos Campos - State of São Paulo, Brazil

Member since March 6, 2013
An accomplished software engineer, Elder specializes in machine learning and data science. He has expertise in the full life cycle of the software design process, including: requirement specifications, prototyping, proof of concept, human-interface design, implementation, testing, and maintenance.
Elder is now available for hire
Hire Elder

Portfolio

  • Joinesty, Inc.
    Amazon Web Services (AWS), Angular, React, AWS, Node.js, TypeScript, Python...
  • Toptal Clients
    Go, React, Node.js, TypeScript, AWS, Elasticsearch, Docker, Bootstrap, jQuery...
  • LynasLogic
    Amazon Web Services (AWS), Oracle, Dapper, NHibernate, Entity Framework...

Experience

Location

São José dos Campos - State of São Paulo, Brazil

Availability

Part-time

Preferred Environment

GitHub, Sublime Text, MacOS, Ubuntu, Windows, Visual Studio Code

The most amazing...

...software I've built is an aircraft maintenance program directly connected to the military 1553 bus, which uses shortest path algorithms and a little AI.

Employment

  • Lead Software Engineer

    2016 - PRESENT
    Joinesty, Inc.
    • Created the whole cloud infrastructure and defined the stack for the back end and front end to support thousands of clients.
    • Managed the development team. Talked with stakeholders and investors about product road map and deliverables.
    • Designed and built a solution to store sensitive data from customers.
    Technologies: Amazon Web Services (AWS), Angular, React, AWS, Node.js, TypeScript, Python, .NET Core, Microsoft SQL Server, C#, Architecture, Front-end, Back-end, Azure, PostgreSQL

  • Software Developer

    2013 - 2021
    Toptal Clients
    • Designed and developed a web proxy filter in Go. The product was composed of a web proxy plus a web administration tool. Both components were written in Go.
    • Developed following the required RFCs and implementing the best security practices.
    • Contributed to gathering interest from big players in the data loss prevention industry.
    Technologies: Go, React, Node.js, TypeScript, AWS, Elasticsearch, Docker, Bootstrap, jQuery, GraphQL, Python, Django, Flask, Next.js, C#, SQL

  • Technical Lead

    2008 - 2016
    LynasLogic
    • Supported software engineering team with technical decision-making.
    • Worked as a senior developer in the .NET platform.
    • Handled the development of applications related to financial products.
    • Maintained old or outdated C# projects for customers around the world.
    • Updated a legacy application using ASP.NET MVC, C#, JavaScript, MVVM, and Twitter Bootstrap, releasing an entirely new version.
    Technologies: Amazon Web Services (AWS), Oracle, Dapper, NHibernate, Entity Framework, Silverlight, Azure, AWS, JavaScript, Windows Communication Framework (WCF), Windows Presentation Foundation (WPF), PostgreSQL, PL/SQL, T-SQL, C#

  • Technical Lead

    2007 - 2008
    Microsoft Innovation Center
    • Handled technical requirements in interop projects.
    • Developed cross-platform software for Windows and Linux.
    • Worked with the most up-to-date Microsoft technologies including Silverlight, WPF, WCF, and WWF.
    • Researched the local market and provided training for locals.
    • Supported local companies with technologies like Microsoft Silverlight, WPF, WCF, WWF, and SQL Server.
    Technologies: Silverlight, Windows Communication Framework (WCF), Windows Presentation Foundation (WPF), WWF, Java, Linux, Oracle, Microsoft SQL Server, SharePoint, VB.NET, C#, SQL Server BI

  • Solution Archtect

    2007 - 2008
    Onset Technologies
    • Provided interoperability between .NET and Ruby applications.
    • Analyzed software requirements and provided solutions based on the Microsoft platform.
    • Solved business problems with solutions architected under the .NET platform and other Microsoft products.
    • Managed internal and external projects using Microsoft SharePoint technologies.
    • Created a global application for Johnson&Johnson to monitor all their other applications (including ERP) around the world.
    Technologies: SharePoint, C++, VB.NET, MySQL, Oracle, Microsoft SQL Server, C#, ASP.NET, ASP.NET MVC, jQuery

Experience

  • Sony Ci
    https://www.sonymcs.com/

    Sony's Ci Media Cloud expands into cloud-native asset management. With the addition of a catalog, Ci provides content owners, studios, production companies, broadcasters, sports leagues, music labels, and large corporations with a comprehensive system that supports content management.

  • SPL Fiscal
    https://www.avalara.com/br/en/solucoes/solucao-de-emissao-de-documentos-fiscais.html

    A web application written in ASP.NET using NHibernate to handle ORM communication with SQL Server and Oracle databases. The app is used to generate digital files dynamically according to user configurations.

    It includes a great background execution process to analyze data and yield results in different formats.

  • Joinesty Password Manager
    https://app.joinesty.com

    A web-based and browser extension application to manage passwords and secret notes over different devices and share them with team workers. It is hosted on AWS and uses several services from that. The core back end is in Go and the front end is TypeScript with React.

  • Data Mining for Predictive Social Network Analysis (Publication)
    https://www.toptal.com/data-science/social-network-data-mining-for-predictive-analysis
    Analysts have come to recognize social network data as a virtual treasure trove of information for sensing public opinion trends and groundswells of support. In this article, Toptal Engineer Elder Santos describes the techniques he employed for a proof-of-concept that effectively analyzed Twitter Trend Topics to predict, as a sample test case, regional voting patterns in the 2014 Brazilian presidential election.

Skills

  • Languages

    Python, SQL, JavaScript, C#, HTML, Go, R, C++, HTML5, TypeScript, CSS, Visual Basic 6 (VB6), Less, T-SQL, VB.NET, Java, C, F#, Snowflake, GraphQL

  • Frameworks

    Flask, .NET, ASP.NET MVC, Windows Presentation Foundation (WPF), AngularJS, Django, Express.js, Entity, Windows Communication Framework (WCF), Bootstrap, NHibernate, ASP.NET Web API, ADO.NET, Silverlight, WWF, .NET Core, Angular, ASP.NET, Knockout.js, Caliburn, Hadoop, Spark, AWS HA, Next.js

  • Libraries/APIs

    Node.js, jQuery, jQuery UI, Entity Framework, Vue.js, REST APIs, Facebook API, LinkedIn API, Twitter API, Backbone.js, React, Instagram API

  • Tools

    GitHub, Sublime Text, Microsoft Visual Studio, AWS ECS, Mercurial, TextMate, LINQ to SQL, Subversion (SVN), Dapper, Azure Kubernetes Service (AKS), Visual Studio, AWS Key Management Service (KMS), Webpack, Amazon SQS, AWS Push Notification Service (AWS SNS), Microsoft Project, Emacs, Microsoft Team Foundation Server, Talend ETL, AWS Athena, Amazon Athena, Jira, AWS CodeBuild, AWS Glue, DataViz, SQL Server BI

  • Paradigms

    Object-oriented Programming (OOP), Microservices, Agile Software Development, Functional Programming, Procedural Programming, Design Patterns, COM+, Distributed Computing, Parallel Computing, Microservices Architecture, Database Design, Web Architecture, API Architecture, REST, REST API Architecture, ETL, Requirements Analysis

  • Platforms

    Amazon Web Services (AWS), Windows, AWS Lambda, Oracle, SharePoint, Azure Functions, Azure IaaS, Docker, AWS EC2, AWS Kinesis, Ubuntu, Visual Studio Code, iOS, Linux, MacOS, Azure

  • Storage

    MongoDB, Microsoft SQL Server, JSON, NoSQL, PostgreSQL, AWS S3, PL/SQL, Redis, Elasticsearch, SQL Server 2012, SQL Azure, MySQL, SQLite, Redshift, Apache Hive, Data Lakes, AWS Data Pipeline Service, Databases

  • Other

    Machine Learning, AWS, CTO, Technical Leadership, WPF, Data Engineering, COM, Crypto, Elastic Load Balancers, Leadership, ETL Tools, Full-stack, Cloud Microservices, Integration, Fivetran, Data Analytics, Data Analysis, Data Warehousing, Big Data, Big Data Architecture, AWS API Gateway, Data Reporting, Data, Data Warehouse Design, Code Architecture, Data Architecture, System Architecture, Requirements & Specifications, User Requirements, Architecture, Front-end, Back-end

Education

  • Master degree in Artificial Intelligence
    2014 - 2016
    Universidade Federal de São Paulo - Sao Jose dos Campos
  • Bachelor degree in Computer Science
    2008 - 2012
    Universidade Federal de Sao Carlos - Sao Carlos, Brazil

Certifications

  • Microsoft® Certified Technology Specialist
    DECEMBER 2008 - PRESENT
    Microsoft
  • Microsoft Certified Dynamics Specialist
    AUGUST 2008 - PRESENT
    Microsoft
  • Microsoft Certified Application Developer
    AUGUST 2008 - PRESENT
    Microsoft
  • Microsoft Certified Systems Administrator:
    SEPTEMBER 2004 - PRESENT
    Microsoft
  • Microsoft Certified Database Administrator
    JUNE 2003 - PRESENT
    Microsoft
  • Microsoft Certified Solution Developer
    JANUARY 2002 - PRESENT
    Microsoft

To view more profiles

Join Toptal
Share it with others
Hire the top 3% of freelance developers TM