Igor Pontes: Data Scientist - Head of Marketing Intelligence
Igor Pontes: Data Scientist - Head of Marketing Intelligence
Igor Pontes: Data Scientist - Head of Marketing Intelligence
igorgpontes@gmail.com
linkedin.com/in/igorpontes
Summary
MAIN QUALIFICATIONS:
• 12 years of work experience in software development, software architecture, data analysis and data science;
• Great knowledge of C# and Python languages, with strong OO skills;
• Experience in perform analysis on large data sets to extract actionable insights that will help drive decisions
across the business.
• Experience in mobile application development - iOS, Android, Cordova;
• DevOps and DataOps experience;
• Experience constructing applications on Microsoft Azure Cloud Platform;
• Good working knowledge of Python machine learning libraries (Pandas, Numpy, Scikit-learn) or R and deep
learning (tensorflow, torch)
• Good knowledge of data science development tools (jupyter, RStudio)
• Good knowledge of algorithms design, microservices architecture and SQL databases;
• Quick learner who adapts easily to new processes, latest technologies, trends and excellent training skills;
• Passion for programming and data science contests;
• Speaks English (advanced), French (advanced) and Portuguese (fluent).
TECHNICAL STRENGTHS
• Programming: Python, R, C#, Java.
• Frameworks: .NET Framework, Entity Framework.
• Microsoft Technologies: WCF, WebAPI, WPF, LINQ, XAML, SSRS, Azure DevOps, Power BI.
• Web Technologies: ASP.NET Core, JavaScript, HTML5, CSS3, LESS, Bootstrap, SEO, Web Accessibility
Standards, RShiny, React.
• Databases: SQL Server, MySQL, SQLite, Oracle.
• Software: Visual Studio, GIT, Postman, Anaconda.
• Machine Learning Libraries: Scikit-learn, NumPy, Pandas, Seaborn, Keras, Matplotlib, Stanford CoreNLP.
Experience
Data Scientist - Head of Marketing Intelligence
AddEnergie
Feb 2020 - Present (1 year +)
• Manage a team of researchers and analysts to design and execute qualitative and quantitative
research, including determining research methods, developing research guidelines, and providing
research reports.
• Analyze daily, weekly and monthly reporting on usage and intervention performance using a variety of
key performance indicators.
• Communicate data-driven insights and recommendations to key stakeholders.
R, Shiny, R Markdown, Azure, Azure DevOps, MLOps and Predictive maintenance.
Software Engineer
iA Financial Group (Industrial Alliance)
May 2017 - Apr 2018 (1 year)
* DAR - Annual Information Return
I am working on automating a new process that ensures an error free generation of Annual Information
Report decreasing the costs by 75%. This shorter process gives the client more time to submit the
report right in time.
In this project, a centralized place has been created to manage the entire AIR to be produced by
reducing manual tasks as much as possible. Nowadays, iA produces automatically an AIR by 95%.
Techs: C#, WebAPI, Asp.Net MVC, MSSQL, Git, Postman for API testing.
* OscarWeb
I was working on developing the OscarWeb system by adding new features to retain retiring clients or in
terminating employment.
Techs: ASP.NET MVC, TFS, jQuery, MSSQL.
* Word Fusion
I was working on the project called "Fusion Word" where I participate in the creation of a WCF service
that uses OpenXML to manage DOCX files. In the same project, the legacy system developed in
PowerBuilder was changed to call the newly created service.
Techs: C#, OpenXML, PowerBuilder, Git.
Software Engineer
Cofomo
Mar 2016 - May 2017 (1 year 3 months)
Software Engineer
Banco do Estado de Sergipe
Sep 2012 - Mar 2016 (3 years 7 months)
Working on the project "New Solutions in Visual Studio 2013" of the BANESE bank, which gave me
experience in a large company and the ability to work with cross-functional teams.
The objectives of this project are the following:
• Create a new UI design pattern for new applications with new technologies like HTML5, CSS3 and
ASP.NET MVC 5.
• Create a strategy for migrate legacy systems developed in .NET Framework 1.1 to the .NET
Framework 4.5.
• Create a new user experience using the concepts of UX design to ensure good usability and
accessibility to access legacy systems from web or mobile devices.
• Define a new tiered architecture in order to facilitate the combination of approaches and code reuse,
also enabling the anticipation of future needs.
After the first phase of this project, we started testing it in the business information system. The current
business information system is a legacy system made in .NET Framework 1.1. On the front-end we use
the new standard developed and on the back-end we rewrite the code in the new architecture and .NET
Framework 4.5. It was also used Entity Framework 5 as ORM framework and Ninject as dependency
injection framework.
Software Engineer
One Logic Solutions
Aug 2012 - Jan 2014 (1 year 6 months)
• I worked in a team of Agile software development as a teleworker in the development of two
applications. The first solution is a social networking application in the field of sport. This application
was developed using new technologies such C#, ASP.NET MVC 4 and Twitter Bootstrap.
The second is a POS application (Point of Sale) for some local stores of Edmonton. The application was
written in C# programming language and developed using Telerik Controls for UI and Entity Framework
as ORM.
Software Engineer
Universidade Federal de Sergipe
May 2011 - Jul 2012 (1 year 3 months)
• Designing, architecting, writing, debugging, profiling a mobile application that support the research
of PhD. Maria Augusta Silveira Netto Nunes in the extraction of a person's personality; Using HTML5,
CSS3, Javascript, jQuery Mobile, I18n, XML, SQLite3 and PhoneGap technologies.
• Development of mobiPETIC, a mobile application for support PETIC Methodology; Application
developed on Android using Java and Protocol Buffers to communicate with server.
Software Engineer
Software Engineer
Tribunal de Justiça de Pernambuco
Mar 2008 - Sep 2009 (1 year 7 months)
Web Developer
NECTAR - Núcleo de Empreendimentos em Ciência, Tecnologia e Artes
Jan 2008 - Feb 2008 (2 months)
• Development of a web application of Public relations (PR) that manage the flow of information
between an organization and its publics called AgilComunica; this application was developed on
framework CakePHP and using Javascript, PHP, HTML, PostgreSQL.
Education
Université Laval
Master's degree, Artificial Intelligence
2019 - 2021
IFT-7022 Natural Language Processing
IFT-7020 Combinatorial optimization
GLO-7050 Machine Learning in Practice
GIF-7001 Digital Vision
GIF-7005 Introduction to Machine Learning
SIO-6051 Data Mining and Exploration
Cégep de Sainte-Foy
Deep learning
2020 - 2020
Cégep de Sainte-Foy
Sciences de données - machine learning
2019 - 2019
Skills
C# • Microsoft Azure • Machine Learning • Scrum • Algorithms • Artificial Intelligence • Usability •
SEO • Data Science • Deep Learning