
Ian Nunes
Information Technology Analyst

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About me
Tech Leader - Researcher - Data scientist - Professor
Education

Pontifícia Universidade Católica do Rio de Janeiro
2018 - 2023Doctor of Philosophy - PhD Data ScienceActivities and Societies: Associate member of GALGOS (PUC-Rio) and PATREO (UFMG) laboratories. I studied neural network models for semantic segmentation applied to satellite imagery in an open-world setting.The central object of my investigation was the uncertainty of the predictions of neural network models for semantic segmentation. A prolific partnership emerged from the research project developed with researchers from three other universities: IME-USP, UFMG, and University of Stirling.

Pontifícia Universidade Católica do Rio de Janeiro / PUC-RJ
2003 - 2003Não concluído EmpreendedorismoThe course aims to broaden horizons, preparing students for an entrepreneurial experience. Among the areas of study are: project management, business planning, finance, communication, and other areas. Despite not having completed the course, the knowledge was used to create a business plan approved by the Genesis Institute at PUC-Rio, which enabled Dinamo Data Management to enter and remain as a participant in the project of companies supported by the Institute.

Pontifícia Universidade Católica do Rio de Janeiro
2005 - 2008Mestrado Computação - Aprendizado de MáquinaActivities and Societies: Machine learning, artificial intelligence, algorithms, optimization. Machine learning algorithms have been studied for the problem of clustering textual records.The goal of the research was to assist in the process of disambiguation of textual records and was used as part of the ETL process of the company DinamoDM in its DataQuality and ETL product.

Pontifícia Universidade Católica do Rio de Janeiro
1999 - 2003Computer Engineer Algorithms, optimization and automatic reasoningGraduated in Computer Engineering with emphasis in Algorithms, optimization and automatic reasoning.Final project developed in cryptography.
Experience

Concrete Solutions
May 2003 - Jan 2004Information Technology AnalystSystem analyst and developer, serving large national and multinational clients.- Development of B2B solutions (Rexan, CocaCola, AMBEV and SCHIN)- Internal management of large companies from different segments- Integration with customers' legacy systems;- Modeling and requirements gathering of B2B and management systems for a large laboratory network (Labs).Clients: Rexan and LABS.Technologies: C#, SQL Server, DB2 and Webservices.Methodology: RUP and PMI.

Dinamo DM
Jan 2004 - Jun 2009Chief Technology OfficerDinamo Data Management was a startup that developed technology solutions for database integration, Data Quality, Data Analytics, DBM, CRM, Competitive Intelligence serving the areas of planning, marketing and IT.- R&D of distributed systems to process huge volumes of data;- R&D to integrate data automatically, with cleaning processes, duplicate data removal, among others;- Design, implementation and operation of the developed solutions in all customers;- Definition of the products' market positioning, aiming at increasing efficiency and profitability;- Management of research and development and operations teams with more than 100 people in total;- Modeling, analysis and project of the softwares developed in house (data integration and treatment system, telemarketing system, typing system, system for market research control and reports, data analytics, DBM, telephony tariff system)Clients: Embratel, Sulamérica, Losango, Michelin, AmericanExpress, Action Aid, Bobs, Grupo Sendas, IBMEC, ABN AMRO Bank, Ponto Frio, YORK, among others.Technologies: C#, SQL Server, Oracle, Caché and MS Project.Methodology: RUP and PMI. Show less

Markthaus
Apr 2007 - Jun 2009Head of Technology and OperationsMarkthaus was one of the first marketing startups heavily based on data analytics and technology to deliver consistent and continuously improving results to clients. - Member of the marketing intelligence core, responsible for identifying the necessary solutions and IT paths to execute the strategic marketing plans developed;- Designing and managing the implementation of technological solutions that met the clients' needs;- Identifying, designing and developing data mining and analytics solutions;-Conceptualization, development, execution of the clients' strategic planning. Creating and managing marketing campaigns with an effective communication and integrated with technological tools, allowing control and measurement of results by the clients;- Managing multidisciplinary teams composed of: journalists, art directors, copywriters, cartoonists, animators, photographers, and customer service.Clients: Só Ofertas, OMNI Taxi Aéreo and candidates for mayor in the 2008 election, among others. Show less

Modulo Security Solutions
Jun 2009 - Oct 2010Senior Software EngineerMember of the development team of the company's main product called "Risk Manager". Responsible for the development of key features and modules such as the module called "Workflow Manager".Technologies: C#, SQL Server.Methodology: SCRUM.

IBGE
Jun 2010 - nowManaged a multidisciplinary team and implemented a culture focused on products and customer experience.Main team activities:- Creation, development and maintenance of multi-platform products;- Project development with external parties, governmental or otherwise;Main products:- IBGE App (Google and Apple stores);- Web and mobile applications for the Brazilian Census;- saladeimprensa.ibge.gov.br;- cidades.ibge.gov.br;- brasilemsintese.ibge.gov.br;- IBGE Explains videos on Youtube;- Integration of products, services and content for publication in social media;- Videos and products developed for Rio2016 using official statistics as a motto;- countries.ibge.gov.br- Products focused on the Brazilian elections such as "Your town in numbers" developed with the TSE (Superior Electoral Court of Brazil);- Collaborative BRICS dissemination platform, merging data from all member countries.Main results:- 450% increase in page views between 2011 and 2016;- Standardization of user experience in all services; - Adoption of agile development methodologies;- Launch of several distinct services;- Creation of a data API to disseminate all of IBGE's public data;- Replacement of all IT infrastructure used (programming languages, databases, hardware and OS);- Reduction of development deadlines and final delivery of products and services. Show less
Head of Data Science and Innovation for Official Agriculture Statistics and Census
Jun 2024 - nowLead Computer Vision Researcher for Oficial Agricultural Statistics and Census
Jan 2024 - Jul 2024Development and Planning Analyst
Jan 2018 - Jan 2024Head of Online Services
Jun 2010 - Jan 2018

CEFEN - Centro de Estudos da Faculdade de Engenharia da UERJ
Jan 2011 - Jun 2016Information Technology ConsultantProduct owner of a system to monitor and manage the productivity of the critical paths of PETROBRAS' construction sites. Activities:- Specification and follow-up of the development all versions of the GEPOP (Gestão de Produtividade em Obras da Petrobrás) software;- Quality management.Main results of the actions:- Project deployed nationally in dozens of construction sites; - Team with approximately 30 people in Petrobras' development, design and specification teams;- Hundreds of people impacted by the use of the system.Used methodologies: SCRUM and PMI Show less

United Nations
Mar 2023 - Dec 2023Menthor in the International Data Science Accelerator ProgramThe Data Science Campus has designed the International Data Science Accelerator mentoring programme in collaboration with the United Nations (UN) Big Data Task Team on Training, Competencies and Capacity Development. It is aimed at analysts from National Statistical Offices (NSOs) who are looking to improve their data science skills and potentially become a data scientist in the future.

Escola Nacional de Ciências Estatísticas
Jun 2023 - nowResearcher in Big Data and Official Statistics (http://dgp.cnpq.br/dgp/espelhogrupo/1597512330445973). My role is to investigate the understanding and quantification of precarious housing using machine learning and remotely sensed imagery. The production of indicators to monitor the 2030 Agenda depends on the availability and timeliness of timely and quality data. The use of traditional sources such as surveys and administrative records is not always sufficient, so the use of big data has become relevant. The research aims to investigate the use of big data as an alternative data source for the Sustainable Development Goals indicators. This initiative is part of the work plan of the United Nations Regional Center for Big Data. Show less
Professor
Jul 2023 - nowResearcher - Computer Vision and Remote Sensing
Jun 2023 - now
Licenses & Certifications
- View certificate

Identificação de favelas e comunidades urbanas no bairro da Pavuna utilizando machine learning - Certificado de Submissão - 25º SINAPE - Simpósio Brasileiro de Probabilidade e Estatística
Even3Aug 2024 - View certificate

Identificação de Favelas e Comunidades Urbanas na Cidade do Rio de Janeiro em Imagens de Satélite Utilizando Deep Learning - Certificado de Submissão - 25º SINAPE - Simpósio Brasileiro de Probabilidade e Estatística
Even3Aug 2024
Languages
- enEnglish
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