Felipe Santana

Founder and CEO at Stack Tecnologias
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Contact Information
us****@****om
(386) 825-5501
Location
BR
Languages
  • English Professional working proficiency
  • Portuguese Native or bilingual proficiency

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Thiago Marques 😃

Profissional extremamente competente, trabalha com muita seriedade, junto ao Seu irmão Rodrigo Santana, trazem uma contribuição ímpar a Comunidade de tecnologia do Brasil, por meio de seu blog, canal do YouTube e Seu curso, o Data Science do zero. Com humildade e sabedoria, fazem Mentorias aos seus alunos com o objetivo de encaminhar e capacitar profissionais para o mercado de Data Science, um orgulho ter no Brasil, profissionais deste calibre e com a intenção pedagógica como tais possuem.

Gabriela Cristina V.

Excelente professor, possui um conteúdo excelente, bem didático e oferece muito apoio aos alunos! É um profissional muito comprometido!

João Oliveira

Professor dedicado em entregar com sucesso conteúdo de qualidade para seus alunos buscando sempre entender a necessidade individual de cada um.

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Credentials

  • MCTS Microsoft Certified Technology Specialist - SQL Server 2005
    Microsoft
    Jan, 2009
    - Nov, 2024
  • MCP Microsoft Certified Professional - Windows Server 2003
    Microsoft
    Jan, 2008
    - Nov, 2024

Experience

    • Brazil
    • IT Services and IT Consulting
    • 1 - 100 Employee
    • Founder and CEO
      • Aug 2022 - Present

    • Senior Data Scientist
      • Jun 2016 - Oct 2022

      Development of Data Science projects and implementation of analytical solutions based on Machine Learning and Artificial Intelligence for Product Recommendation, Sales Prediction, Churn Detection, and Customer Segmentation.- Development of Machine Learning models using Python, Scikit-learn, Keras, Pycaret, Spark(Pyspark), Amazon EMR, and Amazon Sagemaker;- Modeling of the data based on business needs;- Defining business and Machine Learning metrics for model evaluation;- Definition of architecture, development framework, and strategy.- Data Team Leadership;- Presentation of results to the board and leaders.Creation of content, courses, and materials for Data Science and related technologies such as Machine Learning, Deep Learning, Data Visualization, Computer Vision, Data Engineering, etc.Mentoring over 100 data teams to develop advanced solutions based on Data Science, Machine Learning and Artificial Intelligence.

    • Brazil
    • Information Technology & Services
    • 700 & Above Employee
    • Senior Data Scientist
      • Dec 2011 - Jan 2022

      Development of Data Science projects, implementations of analytical solutions based on Machine Learning and Artificial Intelligence for Facial Recognition, Object Detection, Sentiment Analysis, Computer Vision and Image Processing. - Development of Facial Recognition Solution with more that 500k images for Security Public Police. - Deploy of API to serve model with Python/Fast API Framework. - Development of Models for Sentiment Analysis of Population, Disaster Detection with Satellite Images and Object Detection to identifier Trucks and Cars on roads. - Training and Educate Developers Team in Data and Machine Learning technologies. - Design and Project of Data Lake Architecture. I work with Software Engineering and Project Implementation focused on Software Quality, DevOps and Continuous Integration and Continuous Delivery. Project Management, Team Leadership, Monitoring with Customers and Commercial Team. Training and Qualification of Developers and Data Scientists.

Education

  • Universidade Federal de Minas Gerais
    Algorithm Design and Analysis, Computer Science
    2015 - 2015
  • Universidade Federal de Minas Gerais
    Machine Learning, Computer Science
    2014 - 2014
  • Universidade Federal de Minas Gerais
    Data Mining, Computer Science
    2014 - 2014
  • Universidade Federal de Minas Gerais
    Information Retrieval and Social Computing, Computer Science
    2013 - 2013
  • Universidade Presidente Antônio Carlos
    Bachelor’s Degree, Sistemas de Informação
    2007 - 2011

Community

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