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marcosd3souza/README.md

Hey there! I'm Marcos!

My name is Marcos and I'm AI/ML Specialist.

LinkedIn Kaggle Scholar

💼 Professional Experience

I am a skilled IT professional with 12+ years in the industry, working from discovery & conception to definition and implementation of data-driven softwares, providing to organizations high-value systems and innovative solutions involving AI and data analytics models.

🎓 Education

  • PhD in Machine Learning - [Federal University of Pernambuco - UFPE]
  • MSc in Machine Learning - [Federal University of Pernambuco - UFPE]
  • Specialization in Mathematics for Machine Learning - [Imperial College - UK]
  • Specialization in Software Engineering - [University of Pernambuco - PE/Brazil]
  • Computer Science - [UNIFG - PE/Brazil]

🛠 Tools and Technologies

Programming language

  • Python
  • Nodejs
  • AngularJS
  • Javascript
  • Java
  • MATLAB
  • C++

Data Science

  • scikit-learn
  • scipy
  • pandas
  • tensorflow
  • pytorch
  • OpenCV
  • networkX
  • Google ORTools
  • plotly
  • matplotlib
  • Grafana
  • Tableau
  • D3.js

Databases

  • MongoDB
  • MySQL
  • AWS DynamoDB
  • postgres
  • SQL Server 2000/2008
  • Oracle 12g

AWS Cloud

  • CloudFormation
  • CloudWatch
  • S3
  • EC2
  • Lambda
  • API Gateway
  • SQS
  • SNS
  • boto3

Big Data

  • Spark
  • Kafka

Pinned

  1. fast-ai-alloc fast-ai-alloc Public

    A real-time multi-resources allocation framework proposal based on predictive model and multiple optimization strategies

    Python 3 1

  2. MUI MUI Public

    Research project to perform feature selection in a fully unsupervised scenario

    MATLAB 7 1

  3. KNMFS KNMFS Public

    Unsupervised Feature Selection Method Based on Matrix Factorization and Graph Modularity

    Python 3

  4. data-visualization-project data-visualization-project Public

    Data visualization project using graphs and similarity matrix

    JavaScript 2