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Hi 👋, I'm Rômulo Freitas

About me

  • 👨‍💻 Working at Intelie by Viasat as Senior Software Engineer & Tech Lead with Machine Learning, Backend (Java) and Frontend (React) for full integration on a Realtime Analysis Platform
  • 🎓 Master's Degree in Computer Science / Explainable Machine Learning @ Universidade Federal Fluminense (UFF)
  • 🎓 MBA in Machine Learning & Artificial Intelligence @ Pontificia Universidade Católica (PUC)

Last public works

romponciano

romponciano

Languages and Tools:

Backend (7 yrs)

Java Spring NodeJS Kotlin

Frontend (5 yrs)

JavaScript React TypeScript

ML/AI (4 yrs)

Python OpenCV scikit-learn TensorFlow mlflow

Infra/Tools (2 yrs)

Docker AWS Kubernetes Grafana Apache Kafka Apache Spark

Database (7 yrs)

Postgres MongoDB

Connect with me:

romuloponciano

Rômulo Ponciano's Projects

3d-webpage-galaxy icon 3d-webpage-galaxy

A 3D web application made by Three.js that simulates a planetary system and natural or unnatural landscapes on planets.

acemp icon acemp

Software completo para ler arquivos CSV das notas cariocas e gerar uma planilha .xlsx (para Excel) que auxilie na análise contábil de empresas de lucro presumido.

dropict icon dropict

This prototype was developed for the research project “Educators in the Loop: Using Scenario Simulation as a tool to understand and investigate predictive models of student dropout risk in Distance Learning”

football_analysis icon football_analysis

This repository contains a comprehensive computer vision/machine learning football project that uses YOLO for object detection, Kmeans for pixel segmentation, optical flow for motion tracking, and perspective transformation to analyze player movements in football videos

fraud-transfer-detection icon fraud-transfer-detection

This project seeks to evaluate and compare the use of black box predictive models with those that have greater interpretation capacity in their results. By using easily explainable models, we can even receive feedback from users of these tools that help us improve the model

ibm-data-science-specialization icon ibm-data-science-specialization

In this repository, I store all exercises and capstones about Data Science that I did in the specialization. I didn't add the activities and other tasks about SQL and Python to maintain organizationally.

javafxutils icon javafxutils

A bunch of utils class and demonstration of Java code with JavaFX.

noworkflow icon noworkflow

Supporting infrastructure to run scientific experiments without a scientific workflow management system.

permission-manager icon permission-manager

A Java project demonstrating the use of RMI, Client / Server architecture, multi-module management with maven and CRUD with Oracle database. Two interfaces developed for demonstration of code sharing: one with Java Swing and one with JavaFX

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