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followers: 7.0 following: 6.0 repos: 17.0 gists: 0.0

Name: Rodrigo

Type: User

Company: Mondelēz International

Bio: Artificial intelligence scientist, MSc student at the University of Essex and data scientist at Mondelēz International.

Location: Brazil

👋 Hello there!

Youtube

📘 About me

My name is Rodrigo and I'm a computer and artificial intelligence scientist from 🇧🇷 Brazil.

🧑‍🎓 I have a B.Sc. in Computer Science degree from the Universidade Cidade de São Paulo (UNICID), a postgraduate degree in Artificial Intelligence and Machine Learning at the Pontifícia Universidade Católica de Minas Gerais (PUC Minas) and I'm currently working towards obtaining a master's degree in Artificial Intelligence at the University of Essex;
🧑‍💻 I'm currently working as a data scientist at Mondelēz International;
📫 The easiest way to reach me is through my email.

🛠️ Tech stack

💡 Interests

As an artificial intelligence scientist, I'm interested in many of the subfields of AI, such as machine learning (ML) and natural language processing (NLP). Currently, I'm heavily focused on NLP, neuromorphic computing and reinforcement learning, and I'm mainly exploring the following topics:

Exploration;
Imitation learning;
Actor-critic methods;
Policy-gradient methods;
Multi-agent reinforcement learning (MARL);
Meta-learning;
Conversational AI;
Spiking neural networks.

Rodrigo's Projects

binfer

Studying Bayesian inference and its probabilistic approach to machine learning.

decision_tree

A decision tree model applied to a Kaggle dataset.

discrete

A simple discrete mathematics library for the C programming language.

doominator

Doom-based reinforcement learning agent.

eportfolio

My personal University of Essex e-portfolio

fuzzyl

Analysing fuzzy logic and inference in approximate reasoning.

gail_control

Applying Generative Adversarial Imitation Learning to a control environment.

gradient

A Chatterbot-based Discord bot.

hotel_analysis

Cleaning and conducting exploratory data analysis in a Kaggle dataset.

hotel_cancellation

A thorough analysis of the hotel booking cancellations dataset.

hyper_tuning

Demonstrating the use, and impact of, hyperparameter tuning and pipelines in machine learning models.

javacc

Criando compiladores atraves do javaCC

lfa

pereirarodrigo

Personal info.

project_spike

Studying and applying spiking neural networks in reinforcement learning.

q_learning

Reinforcement learning with Python and OpenAI Gym.

spark_ml

Creating a machine learning model in a distributed computing environment with PySpark.

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