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followers: 38.0 following: 27.0 repos: 19.0 gists: 0.0

Name: Ailton Oliveira

Type: User

Bio: Electrical Engineering - UFPA - Machine Learning/Big data/Software development

Blog: linkedin.com/in/ailton-oliveira-b01072124/

Hello, folks! 👋

🎓 I'm Ailton Oliveira and I'm a Electrical Engineer graduate at Federal University of Pará (UFPA). ⚡

📡 I've experience in the area of Electrical Engineering, with emphasis on Machine learning and telecommunications, acting mainly in the following subjects: Data analysis, Digital communications, Deep learning, Reinforcement learning, 4G/ 5G / B5G mobile networks.

💻 I am completely passionate about programming and all its aspects. I have knowledge about some programming languages: Python, C, C ++ and Java, and I'm specializing in artificial intelligence topics. ✨ I aim to learn and share knowledge 🔭 ✨

Technologies & Tools

Connect with me:

Don't hesitate to get in touch!

Ailton Oliveira's Projects

5gm-data

Datasets and code for machine learning in 5G mmWave MIMO systems involving mobility (5GMdata)

5gm-rwi-simulation

5GMdata project: Scripts to repeatedly invoke Remcom Wireless Insite and SUMO

ailtonoliveir

airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

atlas-rl

ATLAS-RL: Autonomous Tracking with Learning Aerial Systems - Reinforcement Learning

beam-selection-2021-5g

Jupyter Notebook with a neural network to perform beam selection for 5G applications using LIDAR sensors as input.

churn-analysis

dsp-audio

Digital signal processing (DSP) for generating music and audio effects

ecc-33

federated_learning

itu-challenge-ml5g-phy

Examples of implementations with the Raymobtime database available for ITU AI/ML 5G Challenge

lstm-melody-generator

Generate music with LSTM

maresia-nautidesign

Electrical and electronic project of maresia nautidesign, that participates in the nautidesign competition "DUNA"

mimo-beam-forming

pypcd_python3

This repository is a version of https://github.com/dimatura/pypcd for Python 3

rabbitmq_cluster

raymobtime

Scripts for reading Raymobtime dataset

rl-env-for-communications

Reinforcement learning environment for MIMO communications.

sumo_drone_simulation

code for generate all SUMO files for a drone simulation, with height variable in a normal distribution

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