Skribbles Classification, 2020

Kaggle Competition for Image Classificiation. Image were 100x100px skribbles with noise.
Classification was made between 30 different classes.
Classification has been made using computer vision methods : denoising, data augmentation, choice of model (CNN in our case), hyperparameter tuning, testing.

Email Classification, 2020

Kaggle Competition for classification of hishing emails based on different extracted features of an email.
Usage of Deep Learning as well as various classic Models of classification (Random Forest, Decision Tree, kNN).

Chess AI, 2018

For research project, contribution to an Artificial Intelligence for Chess. Work on evaluation of the value of different pieces in order to get better sense of next move's efficiency.

Rush Hour AI, 2019

Implementing an Artificial Intelligence for the game Rush Hour (puzzle game, where the Red Car has to get out but is stuck by other cars). Implementing the best A* algorithm possible.

Purshase Suggestion, 2020

Market Basket Analysis. Creating association rules between products based on habits of customers. MapReduce algorithm implemented with Apache Spark.
Exporting the code on AWS for the whole dataset implementation.

Predict GOT Characters Links, 2020

Datamining in Social Networks. Implementing LPAM+ (Label Propagation Algorithm)

Global Warming Data vizualisation

Under supervision with ChezVoila, creation of a data vizualisation about the impact of food consumption on the climate change. The data-viz is available by clicking the title above.

Flappy Bird Remake, 2018

Learning the basics of Unity and recreating famous mobile game Flappy Bird.

Space Platformer, 2021

While learning about concepts that are used to develop a great game with game mechanics knowledge, we built a platformer on Unity as the final project of that course.

Mobile Game, 2018

Unity development. Persue of highscore type of game, where the player controls an articulate 2D players. His hands can stick to the platforms and the swinging helps to get higher and higher.

Scoreboard App, 2021

Android development with Kotlin. Scoreboard for tarot and belote card games.

Travel diary App, 2018

Android development with Java. A user can create a roadtrip and pinpoint his stops. For each stop, the user can add some notes and pictures.