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Tiago Toledo Jr

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My name is Tiago, I'm a Computer Engineer who graduated from the University of São Paulo and a Data Scientist @ BTG Pactual.

I have experience working with data-driven solutions for retail companies, such as pricing, assortment, demand forecasting, and investment allocation. I also have experience with risk management for retail banking, such as credit risk, money laundering, and fraud detection.

My main side project is the scikit-net, a Python framework for machine learning tasks using complex networks. This also is the theme of my master's thesis where I use complex networks to do political analysis to improve our understanding of the Brazilian legislative system and also to make inferences about it.

I also have experience with machine learning solution productization and data product planning and execution.

I also am the developer of the EPCSAC, which is an online platform for researchers to compare Cloud Scheduling Algorithms. The EPCSAC started as my final project for my Computer Engineering degree, but I'm still improving the project and will keep doing so in the future.

My main interests are:

  • 📊 Machine Learning, Data Science and Complex Networks
  • ☁️ Cloud Computing
  • 🎮 Emulation and Simulation

Tiago Toledo Junior's Projects

b-tree icon b-tree

Abstract data type implementation of a B-tree (generalization of a binary search tree)

cloudsim-plus icon cloudsim-plus

A modern, full-featured, highly extensible and easier-to-use Java 8+ Framework for Cloud Computing Simulation ⛅️🏗

epcsac icon epcsac

EPCSAC: Extensible Platform for Cloud Scheduling Algorithm Comparison

gapuzzlegame icon gapuzzlegame

An implementation of an genetic algorithm to solve an 8-Puzzle Game.

knapsackai icon knapsackai

Implementation of Blind Searches and Heuristics at Knapsack problem

lexical_analyzer icon lexical_analyzer

This is a lexical analyzer developed as the first assignment of the Compilers and Computer Theory discipline.

nes_emulator icon nes_emulator

This is a Nintendo Entertainment System emulator developed in C++

old_website icon old_website

An old website developed using HTML, CSS, Bootstrap and Javascript

pacman-java icon pacman-java

Project to create a version of the popular arcade game Pacman, using Java

paper_implementations icon paper_implementations

This repository holds my paper implementations made for my studies and my content production

parallel-computing icon parallel-computing

A repository where I study parallel computing applications. Here you will find programs where I use PThreads, OpenMP and more.

scikit-net icon scikit-net

A framework for machine learning in complex networks

shap icon shap

A game theoretic approach to explain the output of any machine learning model.

titanic icon titanic

Data Science and Machine Learning studies on the Titanic dataset.

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