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Hey πŸ‘‹, This is Vinicius de Carvalho

A doctor in Computer engineering who really enjoys machine learning stuff and everything related to cloud computing. Ten years ago, my career started as a Web Developer, where I had some experience with web services and systems designed using PHP and Java. After working for almost three years in the industry, I became very interested in the field of Artificial Intelligence and its applications, so I decided to take up full-time studies as a graduate student in the areas of Evolutionary Computing for multi-objective optimization and auto-selection for Machine Learning algorithms. In my research, I dealt with problems from Software engineering, Logistics, Engineering, and mathematical optimization by always applying state-of-art AI algorithms. In terms of programming languages, in my career at the university, I used Java and Python (this last one is especially for data analysis). Three years ago I came back to the industry as a machine learning engineer, where I designed a recommendation system (coded in PHP and Python) and also helped in AWS Cloud improvements (Docker, EC2 autoscaling, and VPC) for an e-commerce website. Finally, I started to work as a back-end engineer/DevOps, where I was able to improve CI/CD, by improving Jenkinsfile and Dockerfiles, and by improving code performance and code test coverage for Python and Java. Apart from that, I keep studying ML and Cloud (especially AWS) as shown by my recent AWS certifications.

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More about me...

  • πŸ”­ My PhD thesis πŸ“š named as Multi-Agent Hyper-Heuristics (MOABHH repository) πŸ’».
  • 🌱 Always learning AI stuff 🧠, in special Evolutionary computation 🧬 and machine learning.
  • 🀝 I’m looking to collaborate on any Open Source Project involving Multi-Objective Optimization.
  • πŸ’» Coding in Java/Python Every day.
  • ⚑ Contact me me πŸ‘¨β€πŸ’».

πŸ‘¨β€πŸ’» Languages and Tools

Java Python MySQL


Show some πŸ’– by starring some of the repositories!

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Vinicius de Carvalho's Projects

2016-10-facebook-fact-check icon 2016-10-facebook-fact-check

Data and analysis for the BuzzFeed News article, "Hyperpartisan Facebook Pages Are Publishing False And Misleading Information At An Alarming Rate."

cloudsimsdn icon cloudsimsdn

CloudSimSDN is an SDN extension of CloudSim project to simulate Networking, SDN and SFC features in the context of edge and cloud data centers.

clusterdata icon clusterdata

cluster data collected from production clusters in Alibaba for cluster management research

colossalai icon colossalai

Making large AI models cheaper, faster and more accessible

datasets icon datasets

A collection of datasets of ML problem solving

deepjazz icon deepjazz

Deep learning driven jazz generation using Keras & Theano!

ga_mlp icon ga_mlp

Example of using pymoo to generate MLP Classifiers (scikit-learn)

gradler icon gradler

An example using Docker with JDK17 and Gradle + jUnit5 + Jacoco

hito icon hito

Hyper-Heuristic for the Multi-Objective Integration and Test Order Problem

irace icon irace

A simple example for the IRACE application

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