Edson C.

Data Scientist

Edson is a Data Scientist and Doctor of Science with 12+ years of experience.

He is passionate about technology and mainly focused on Python, which has become his primary language for manipulating data in the last five years. Currently, he is interested in deploying Machine Learning as a Web Service and in Data Science.

Edson has multiple innovative patents under his name, mainly in the area of medicine and applied data in MedTech.

Main expertise

  • Python
    Python 7 years
  • Data Science 12 years
  • C
    C 2 years

Other skills

  • Data Analytics 7 years
Edson

Edson C.

Brazil

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Selected experience

Employment

  • Data Engineering, ML Engineer, Python Engineer

    Cavalcanti Inovações Tecnológicas (his own Freelance company) - 4 years 2 months

    Diverse projects in ML, Deep Learning, Computer Vision, Data Engineering, MLOps over the course of the last years.

    • Setup Snowflake and AWS S3 to create a datalake.
    • Create ETL for data ingestion using Python, AWS Glue and SQL.
    • Work close with Data Analyst and Business Analyst.
    • Create Data Quality process reducing the data analysis work by 20%.
    • Configure CI/CD pipelines with Docker, Jenkins.
    • Mastered technologies and framework as Python, Airflow, AWS S3, AWS Glue, Jenkins.

    Technologies:

    • Technologies:
    • Data Analytics
    • Computer Vision

  • Data Architect

    Mobit Brasil - 1 year 5 months

    • Create Big Data infrastructure.
    • Develop Algorithms to analyze and manage contract loss through data, mastered to improve by about 60%.

    Technologies:

    • Technologies:
    • Cassandra Cassandra
    • Flask Flask
    • TensorFlow TensorFlow
    • OpenCV OpenCV
    • Pandas Pandas
    • Scikit-learn Scikit-learn
    • Data Analytics

  • Senior Data Scientist

    Atlântico - 1 year 1 month

    • Create Machine Learning architecture for Security Systems.
    • Develop end-to-end software apps.
    • Develop an AutoML structure to find the best model for the dataset.

    Technologies:

    • Technologies:
    • Flask Flask
    • NumPy NumPy
    • Pandas Pandas
    • Scikit-learn Scikit-learn
    • Splunk Splunk

  • Embedded Systems Designer

    Mobit Brasil - 1 year 3 months

    • Design Software Architecture for Computer Vision Systems applied to Intelligent Transportation Systems.
    • Create Python libraries for vehicle tracking using Computer Vision.
    • Create and optimize Deep Learning net for character recognition and plate detection.
    • Deploy system on embedded systems with x86 processors running on UNIX.

    Technologies:

    • Technologies:
    • C C
    • TensorFlow TensorFlow
    • NumPy NumPy
    • OpenCV OpenCV
    • Keras Keras
    • Unix Unix
    • Scikit-learn Scikit-learn
    • Vagrant Vagrant
    • Data Analytics
    • Machine Learning Machine Learning

  • R&D Engineer

    LESC - Computer Systems Engineering Laboratory - 2 years 2 months

    • Write technical documentation in English and Portuguese.
    • Create algorithms in C for Human Pose Estimation using Computer Vision.
    • Create HDR algorithms for Android cellphones screens.
    • Create algorithms in Python for quality control in the factory line.
    • Develop a test plan to validate algorithms.

    Technologies:

    • Technologies:
    • C C
    • OpenCV OpenCV
    • Matlab Matlab

  • Research & Development Scientist

    Inovation Technology Lab - LIT - 4 years 1 month

    • Development of algorithms for Optical Character Recognition.
    • Development of Linux interface to manage image acquisition.
    • Development of algorithms in C/C++ for embedded systems to run on ARM processor.
    • Development of the integration between C++ code and Java Android application using JNI and NDK.
    • Development of the navigation of a mobile robot using mobile devices and using gesture recognition through Computational Intelligence and Digital Image Processing.
    • Development of the project in image processing area using C/C++ language with emphasis on Computational Intelligence in order to recognize license plates.
    • Modeling, design, and development of an autonomous submersible vehicle with a program based on Digital Image Processing capable of collecting data on ecosystem characteristics of reservoir lakes in the UEHs and performing visual inspection of the dam.
    • Technical documentation in English and Portuguese.

    Technologies:

    • Technologies:
    • Matlab Matlab
    • Robot Framework Robot Framework

Education

  • Doctor Of PhilosophyTeleinformatics Engineering

    Federal University of Ceará · 2015 - 2018

  • MSc.Teleinformatics Engineering

    Federal University of Ceará · 2013 - 2014

  • BSc.Mechatronic Engineering

    Federal Institute of Technology · 2008 - 2013

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