Professional Profile

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Experience

• Senior Data Science Manager - Credit Risk Modeling for Digital Bank (Inter)
• Senior Data Analytics Specialist - Data Intelligence for Automotive Industry (Stellantis)
• R&D Head - Machine Learning for Digital Retailing Solutions (Omnilogic)
• IT Manager - Innovation & Digitalization Projects (Parex Engenharia)
• Mkt & Sales Manager - Rebranding & Sales Pipeline Projects (Parex Engenharia)
• Sales Director - Business Development of IoT Products (DDMX)
• Sales Account Manager - Business Development of Industrial Engineering (Chemtech/Siemens)
• Lecturer - Undergraduate Engineering Course (Pitágoras)
• Project Manager - Industrial Optimization Projects (Ottimah Process Improvements)

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Education

• Master of Science in Machine Learning - Universidade Federal de Minas Gerais. 2004.
• Master in Business Administration - Fundação Getúlio Vargas. 2007.
• Industrial Engineering Specialist - PUC Minas. 2014.
• Bachelor of Electrical Engineering - Universidade Federal de Minas Gerais. 2003.

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Publications

Dissertation

1. Multi-objective training for Radial Basis Function Neural Networks. 2004. (link)

Papers

1. Generalization Adjusting in RBF Networks: a multi-objective approach for parameters estimation. VII Brazilian Neural Networks Symposium - SBRN 2004. (link)
2. An efficient algorithm for radiowave coverage prediction in urban microcells. IEEE International Telecomunications Symposium - ITS 2002. (link)
3. Operational Model and Computational Intelligence: A New Approach to Mineral Processing Optimization. 33rd International Symposium on Application of Computers and Operations Research in the Mineral Industry. 2007. (link)
4. Intelligent System for Prediction of Electrode Lenght in an Electric Arc Furnace. XVI Automatic Brazilian Congress - CBA. 2006. (link)
5. Forecasting the thermal loss for steel transference from the secondary refining to the continuous casting. XXXVII Seminário de Aciaria - ABM. 2006. (link)
6. Modeling and Optimization of Flotation Process using Artificial Intelligence Tools. X Seminário de Automação de Processos - ABM. 2006. (link)
7. Synchronization System for operations in a Laddle Furnace using Computational Intelligence. XXXVI Seminário de Fusão, Refino e Solidificação dos Metais - ABM. 2005. (link)
8. Optimizing the Steel Dephosphorization Process in the LD Converter from V&M do Brasil. XXXVI Seminário de Fusão, Refino e Solidificação dos Metais - ABM. 2005. (link)
9. Fails Detect System in Continuous Casting using Artificial Neural Networks. VII Seminário de Automação de Processos - ABM. 2004. (link)

Blog Posts

1. Construindo espaços semânticos para aplicações de Processamento de Linguagem Natural
2. Soluções Analíticas, Cognitivas e a Revolução Aumentada
3. Hacks de Produtividade Pessoal
4. Inteligência Artificial, Machine Learning ou Deep Learning?
5. Importância dos aspectos emocionais em vendas
6. Razão e Intuição: Analytics no Processo Decisório

Presentation & Events

1. Redes Neurais Recorrentes Meetup. Machine Learning Experience - NLP Edition. 2020. (link)
2. Inteligência Artificial na Indústria: desafios e oportunidades. Instituto Federal Norte de Minas Gerais. 2020. (link)

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Git Repos

API Rest - NodeTS Boilerplate

Production ready API Rest template for Typescript. Using Node, Express and TypeORM.

API Rest - FastPy Boilerplate

Production ready API Rest template for Python. Using FastAPI, Mangum and Pynamodb.

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Memberships

• Machine Learning Experience Meetup (link)
• Computational Intelligence Laboratory - UFMG (link)

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Languages

• English
• Portuguese (native)

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