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Galdir Reges, PhD

Galdir reges, phd

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location of Galdir Reges, PhDSalvador, Bahia, Brazil
Phone number of Galdir Reges, PhDView Mobile No.
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  • Timeline

  • About me

    Staff Data Scientist | I apply cutting-edge technology and science to real-world solutions

  • Education

    • Universidade federal da bahia

      2014 - 2022
      Doctor in science (dsc / phd) mechatronics

      Activities and Societies: Courses: Computer Vision and Pattern Recognition, Artificial Intelligence, Mechatronics Systems, Signal Processing, Research Methodology, Multiagent Systems. Groups: Automation Laboratory, Artificial Lift Laboratory. Thesis: “Estimate Of Vibration Amplitude Of Rotating Machines” (Translated from Portuguese)Committee: Profs. Leizer Schnitman (PhD at ITA), Antonio Cezar de Castro Lima (PhD at University of Kent), Janito Vaqueiro Ferreira (PhD at Imperial College London) and Luis Antônio Aguirre (PhD at University of Sheffield).Key-words: Data analysis, Data transformation, Pattern recognition, Machine diagnostics, Knowledge extraction.

    • Anhanguera educacional

      2023 - 2023
      Pós-graduação lato sensu - especialização artificial intelligence and machine learning

      Machine learning; Deep learning; Desenvolvimento de aplicações IA – robótica; imagem e visão computacional; Processamento de linguagem natural; Linguagens de programação para ciência de dados (Python com Spark).

    • Faculdade metropolitana

      2022 - 2022
      Pós-graduação lato sensu administração de banco de dados

    • Universidade federal da bahia

      2013 - 2014
      Master's degree mechatronics

      Activities and Societies: Laboratório de Automação, Laboratório de Elevação Artificial de Petróleo. Development of a pattern recognition method for industrial pumping systems, using neural networks and fuzzy logic.Dissertation Title: “New Approach To Diagnosis Of Sucker Rod Pumping Systems Through Segment Analysis Of Dynamometer Charts” (Translated from Portuguese)Keywords: Data analysis, Data transformation, Pattern recognition, Machine diagnostics, Knowledge extraction.

    • Universidade salvador

      2008 - 2011
      Bachelor information systens

      Activities and Societies: Research project on face recognition through mobile phones

    • Faculdade metropolitana

      2022 - 2022
      Pós-graduação lato sensu ferramentas de desenvolvimento web

    • Centro federal de educação tecnológica celso suckow da fonseca

      1995 - 2000
      Technician eletronics

      Activities and Societies: Karate, Dança de Salão

    • Faculdade metropolitana

      2022 - 2022
      Postgraduate degree modelagem e desenvolvimento de banco de dados

  • Experience

    • Sitcom

      Jan 2000 - Jan 2001
      Telecom technician

      Support on Nortel Networks PBX.

    • A.telecom

      Sept 2001 - Oct 2004
      Telecom analist

      Support on Nortel Networks PBX.

    • Braxis it services

      Oct 2004 - Feb 2007
      It analist

      Deployment, administration and management of Avaya and Nortel PBX and CTI systems .Deployment, administration and management of Nice Recording Systems, GMK and Intervoice IVRs.

    • Real e dados

      Sept 2007 - Sept 2008
      Instructor

      Instructor of basic computing, Excel advanced and Network Administration with Windows 2003.

    • Microsoft innovation center

      Apr 2008 - Sept 2008
      Instructor

      Network Administration with Windows 2003.

    • Netdom

      Dec 2008 - Aug 2009
      It analist

      Windows Servers and Linux Servers SysAdmin.Apache and IIS Management.MSSQL and MySql Management.

    • Wittel comunicações

      Aug 2009 - May 2012
      System analyst

      Work Force Management (WFM) Verint and Nice Logger Specialist (Call Recorders). MS SQL Server Management. I participated in the implementation of Verint's WFM in the multinational Atento, serving more than 20,000 jobs.

    • Ctai - centro de capacitação tecnológica em automação industrial da ufba

      Mar 2012 - now

      Data Scientist, Software Developer and Researcher in data analysis, pattern recognition and machine learning solutions.Development of Deep Machine Learning models to classify the health status of industrial machines (Python, Matlab).Implementation and Integration of automation and control models in industrial process monitoring systems (C++, LUA, Python).Design and implementation of condition monitoring and data analysis systems for industrial systems (Java, Matlab).Development of data classification models for mechanical pumping systems (Java, Matlab).Design and implementation of algorithms to reduce uncertainty in condition estimation of industrial systems.Design and execution of experiments and condition analysis of industrial systems.Guidance for researchers and students.Coordination of activities and production of development reports.Development of proposals for research and development projects. Show less

      • Data Scientist

        Mar 2022 - now

      • Data Scientist, Software Developer and Researcher

        Mar 2012 - Mar 2022

    • Faculdade regional da bahia - farb/unirb

      Aug 2015 - Feb 2016
      Professor

      Computer Networks Teacher, specifically routing and network security classes.

    • Uninassau

      Aug 2016 - Feb 2017
      Professor

      Professor of the Information Systems Course

    • Universidade federal da bahia

      Aug 2016 - Sept 2017
      Professor

      Temporary Professor in the Computer Science Department of UFBA.Courses:Mobile Apps.Digital Circuits and Computer Architecture.Service Oriented Architecture.Computer Networks Management.Data Structures and Algorithms.Web Systems.

    • Unyleya educacional

      Mar 2020 - Feb 2024
      Professor

      Professor in post-graduate online courses in computing, mechatronics, artificial intelligence and machine learning. I created and taught the online courses: Introduction to Machine Learning applied to Health; Text Mining and Natural Language Processing.

    • Ufrb - universidade federal do recôncavo da bahia

      Mar 2021 - Mar 2022
      Professor

      Temporary Professor at the Computer Science Department.

    • Universidade salvador

      Jul 2022 - Jul 2023

      Professor:Object-Oriented ProgrammingComputer Architecture and OrganizationWeb Software DevelopmentData Structures and AlgorithmsSoftware EngineeringArtificial IntelligenceData AnalysisExtension Course: Oracle Cloud InfrastructureExtension Project: Unifacs Software Solutions Laboratory Course: Software Testing and QualityResearch Project: Prediction and Monitoring of Structural Health to determine the Seismic Vulnerability of buildings based on IoT and Artificial Intelligence

      • Professor

        Feb 2018 - Jul 2023

      • Researcher and Professor of the Masters in Computer Science

        Jul 2022 - Dec 2022

    • Cast group

      Mar 2023 - now

      Working for Bank of Brazil on research and development of artificial intelligence solutions, specially with machine learning models, over large amounts of data. - Classification, Regression, Clustering, NLP. Using: Python, Pandas, SKlearn, Keras, TensorFlow, nltk, scipy, spaCy, Triton Inference Server, Fastapi, IBM DB2 Database, IBM Datastage ETL, IBM Cloud Pak for Data, etc.- Winner of the Hackathon Generathon do Banco do Brasil Digital Week 2023 (BBDW2023) Working for Banco do Brasil on research and development of machine learning models over large amounts of data. - Classification, Regression, Clustering, NLP. Using: Python, Pandas, SKlearn, Keras, TensorFlow, nltk, scipy, spaCy, Triton Inference Server, Fastapi, IBM DB2 Database, IBM Datastage ETL, IBM Cloud Pak for Data, etc.- Winner of the Hackathon Generathon do Banco do Brasil Digital Week 2023 (BBDW2023)

      • Staff Data Scientist | Artificial Intelligence Architect

        Aug 2024 - now

      • Data Scientist

        Mar 2023 - Aug 2024

  • Licenses & Certifications

    • Google cloud computing foundations: cloud computing fundamentals - locales

      Google cloud skills boost
      Jan 2023
      View certificate certificate

    • Python para data science: funções, pacotes e pandas

      Alura
      Sept 2020
      View certificate certificate

    • Python para data science: linguagem e numpy

      Alura
      Sept 2020
      View certificate certificate

    • Ef set 80% proficient

      Ef standard english test (ef set)
      Aug 2020
      View certificate certificate

    • Toefl tpi - c1 level - proficient user - effective operational proficiency

      Toefl®
      Aug 2020

    • Machine learning: classificação com sklearn

      Alura
      Sept 2020
      View certificate certificate

    • Mcp - windows 2003 - exam 70-291

      Microsoft

    • Machine learning: introdução a algoritmos não supervisionados

      Alura
      Sept 2020
      View certificate certificate

    • Deep learning parte 1: keras

      Alura
      Sept 2020
      View certificate certificate

    • Mcp - windows 2003 - exam 70-290

      Microsoft

  • Honors & Awards

    • Awarded to Galdir Reges, PhD
      Vencedor do Generathon do Banco do Brasil Digital Week 2023 (BBDW2023) Banco do Brasil Nov 2023 Vencedor do Generathon do Banco do Brasil Digital Week 2023 (BBDW2023)
    • Awarded to Galdir Reges, PhD
      First place in the Ideias Inovadoras 2013 contest from FAPESB FAPESB - Fundação de Amparo a Pesquisa do Governo da Bahia Jun 2014 Post Graduate Category with the project: Portable Low Cost Superficial Blood Vessels Visualizer
    • Awarded to Galdir Reges, PhD
      Best instructor at S2B program from Microsoft (2008) Microsoft Innovation Center 2008 Best instructor at S2B program from Microsoft (2008)