Check out my projects
Below you can see all my current and completed projects.
Chess game
I am creating a chess game inspired by Chess.com. My main objective with this project is to implement the complex rules of chess in an interactive web-based game. At the beginning, I am focusing on the movement of each piece and the two-player local game system. After that, I want to implement online multiplayer so you can play with friends, and possibly I will train an artificial intelligence for solo players.
Artificial intelligence
This is my first artificial intelligence project, trained by myself using the PyTorch model "CIFAR-10" and its dataset for training and testing. I achieved around 75% accuracy with the provided dataset using a CNN (Convolutional Neural Network). The model is designed to recognize certain objects and animals, as stated on the website. Through this project, I learned that AI requires more data to train effectively than what a single dataset provides. This is because there is a lot of variation in objects and animals. For example, if the model is trained on specific dog breeds and encounters a new one, its accuracy will drop significantly. I will probably improve this model one day or create a new one based on a bigger idea :)
Pokédex
As a big fan of Pokémon, I created this project to serve as a library of Pokémon, using the public PokéAPI. This project was purely for fun and a great opportunity to improve my front-end skills.