Skip to content

guilherme-iram/Guilherme-iram

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

12 Commits
 
 

Repository files navigation

💫About Me :

Hey, how are you? 👍,

  • Undergrad Data Science and Artificial Intelligence at Federal University of Paraiba (UFPB);
  • Currently studying and working with Operational Research and Optimization for Vehicle Routing Problem (VRP) and some variants, kind VRPTW and CVRP;
  • Also studying Deep Learning and doing projects involving Machine Learning and Data Engineering.

👾 What will you find in this profile?

  • Machine Learning for Classification:
    • PLA
    • Logistic Regression
    • Decision Tree
    • Neural Networks
  • Machine Learning for Regression:
    • Linear Regression
    • Decision Tree for Regression
    • Random Forest for Regression
  • Graphs:
    • Depth search algorithm
    • Breadth search algorithm
    • Minimum cut algorithm
  • Operational Research:
    • Mathematical models
    • Simplex method
    • Branch and bound algorithm;
  • Optimization: implementation of metaheuristics to solve:
    • TSP
    • VRP
  • Database: projects involving the creation of the database architecture from 0 to its implementation in the code with their respective queries for creating tables, updating, removing and adding records.

🚀 My Interests

  • Data Science
  • Data Engineering
  • Software Engineering
  • Artificial Intelligence
  • Optimization
  • Operational Research

💻Tech Stack

  • Python
  • C++
  • C#
  • SQL
  • SQLite
  • Pandas
  • Numpy
  • Scikit-Learn
  • Keras
  • Tensor Flow
  • PyTorch
  • Matplotlib
  • Seaborn

📊GitHub Stats :


🌐Socials

GmailLinkedIn

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published