Max Lajoie
CS & ACMS undergrad @ Notre Dame
Passionate about Data Science and Artificial Intelligence
Development and Research. I also like turtles :D
Passionate about Data Science and Artificial Intelligence
Development and Research. I also like turtles :D
Predicts the outcome of a tennis match using historical data and a Decision Tree. The dataset was cleaned and then used to train the model. The model is trained on various features such as player statistics, surface type, and head-to-head records. Was accurate up to 83%.
Simulates the future price paths of a stock using randomized sampling and computes the expected payoff of an option to estimate its value. This simulated price is then compared to the theoretical value calculated using the Black-Scholes model.
A deep learning model that detects distracted drivers using computer vision techniques. The model is trained on a dataset of images and videos of drivers, and it uses convolutional neural networks to classify the images based on the driver's state. Was accurate up to 87%.
A personal shell that allows for easy navigation and file management. The shell supports changing directories, creating and deleting files, and executing commands. The shell is designed to be an emulation of the linux shell.
Uses a RaspberryPi to simulate the stoplights found in Berlin, Germany. It uses MQTT to publish the current state of each stoplight.
A personal website that showcases my projects and skills. The website is built using HTML, CSS, and JavaScript. It is designed to be responsive and user-friendly. The website is hosted on GitHub Pages and is accessible to the public.
A crossword puzzle generator that given a list of words, will try to form a crossword out of them.