Edson

Senior Data Architect

30 €/h

Edson is a Data Architect with a degree of Doctor of Science in Teleinformatics Engineering, with focus on Computer Vision for Medical Images, who has been working with Computer Vision, Machine Learning and Signal Processing for more than 10 years.

He is an incredibly skilled Data Scientist with 12-years of experience, who is passionate about technology and is aspiring to master his expertise. Within the last five years, Python has become Edson’s primary language to manipulate data. Currently, he is interested in deploying Machine Learning as a Web Service and Data Science.

He will be a perfect fit for the projects in need of a fully competent Data Architect/Engineer, and even a System Designer. He has also been working as Computer Forensics Specialist, Book Co-author, Speaker, and Technology Consultant.

Patents Held:
- Pulmonary blood vessel segmentation in chest computed tomography imaging using pulmonary density analysis.
- 3D Adaptive active contour methods for segmenting medical images and objects in three dimensions.
- Automatic initialization of active 3D models for lobar segmentation in the chest.
- New lung fissure segmentation technique based on textures in chest computed tomography imaging.
- 3D Autocut - New 3D structure segmentation technique in digital images.
- Automatic seed initialization method for Grow-cut 3D segmentation algorithm.

  • Python

    Python

    7 yr.
  • Data Science

    12 yr.
  • C

    C

    2 yr.
  • SQL

    SQL

    4 yr.
  • Matlab

    Matlab

    2 yr.
  • Scrum

    Scrum

    2 yr.
  • Scikit-learn

    Scikit-learn

    2 yr.
  • Apache Kafka

    Apache Kafka

    3 yr.
  • TensorFlow

    TensorFlow

    3 yr.
  • Keras

    Keras

    2 yr.
  • OpenCV

    OpenCV

    4 yr.
  • Flask

    Flask

    3 yr.
  • PostgreSQL

    PostgreSQL

    3 yr.
  • Docker

    Docker

    2 yr.
  • Apache Spark

    Apache Spark

    8 yr.
  • Data Engineering

    6 yr.
  • Pandas

    Pandas

    6 yr.
  • C++

    C++

    3 yr.
  • Databricks

    Databricks

    2 yr.
  • Qlik Sense

    Qlik Sense

    2 yr.

Selected experience

Data Architect

Mobit Brasil · 1 year 4 months

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

Technologies used:
Python

Python

Apache Kafka

Apache Kafka

Apache Spark

Apache Spark

Pandas

Pandas

Senior Data Scientist

Atlântico · 1 year 1 month

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

Technologies used:
Python

Python

Scikit-learn

Scikit-learn

Flask

Flask

PostgreSQL

PostgreSQL

Pandas

Pandas

Embedded Systems Designer

Mobit Brasil · 1 year 3 months

  • Design Software Architecture for Computer Vision System 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 used:
Python

Python

Scikit-learn

Scikit-learn

TensorFlow

TensorFlow

Keras

Keras

OpenCV

OpenCV

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 screen.
  • Create algorithms in Python for quality control in factory line.
  • Develop test plan to validate algorithms.

Technologies used:
Python

Python

C

C

Matlab

Matlab

OpenCV

OpenCV

Education

Doctor Of Philosophy Teleinformatics Engineering

Federal University of Ceará · 2013 - 2018

How it works

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1-2 weeks

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1 week

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Can Proxify really present a suitable developer within 1 week?

Yes, in close to all cases we can present a developer within a week. There can be cases where a client might be searching for a developer with particular, additional skills or experience and then it can sometimes take longer to find the right candidate. If you feel that your case may be unique or particular in any way, contact us and we will do our best to tell you the most likely time frame for finding the perfect talent for your needs.

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