This is a list of my projects on Artificial Intelligence and Computer Graphics. Almost every project is done with Python, some simple implementations with numpy and more complicated projects done with Tensorflow, Keras and Pytorch. There are also a couple of web applications built with Javascript and WebGL.

• A simple single-layer Perceptron for classification with custom data.
• A single-layer feed-forward Neural Network with activation function and backpropagation implemented in Python.
• A multilayer preceptron for MNIST dataset classification with Keras.
• A CNN for traffic signs recognition with Keras.
• A CNN for CIFAR image classification with Keras.
• ML algorithm comparison for fruit classification.

• Webapp for Object classification using on-device camera implemented with Tensorflow.js.
• YOLO v3 Pytorch implementation.
• Style transfer.
• Gender recognition.
• Image colorization.

• PyNego a bilateral automatic negotiation environment implemented in Python.
• NegoJS a multi-agent automatic negotiation environment.

• Compute the ROC curve.
• Eigen Faces for face recognition.
• Fisher Faces for face recognition.

• Genetic & Simulated Annealing Algorithms WebGL visualization application.
• Three.js robot arm.
• Flappy Birds WebGL clone.

• Juan Sensio - juansensio03@gmail.com -