My Projects
A showcase of my work in machine learning, data science, and web development
🤖 Machine Learning Projects
Alzheimer's Detection
My master's thesis project that detects Alzheimer's Disease in MRI images and gauges its severity using a neural network and SVM.
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At-bat Prediction
A neural network that predicts the outcome of a baseball at-bat based on a dataset of at-bat features.
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Audio MNIST Identification
A convolutional neural network that identifies the number spoken in the audio MNIST dataset.
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Calorie Prediction Competition
A kaggle competition to predict the calorie burning capabilities of certain workouts, depending on the exercisor.
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Cartpole Genetic AI
A genetic reinforcement learning model that plays OpenAI gym's CartPole-v0.
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Throw Cast
A regular and multi-headed neural network that predict the likelihood of an out be recorded on a throw to first base.
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Lux AI Competition
A data science competition by Lux AI, hosted by Kaggle to create an AI to play a survival game.
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Intracranial Hemorrhage Detection
A kaggle competition to identify intracranial hemorrhaging from CT scan images.
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Baseball Sign Identification
A variety of models tested on identifying third-base coach signs, based on a custom dataset.
View Details📊 Data Science Projects
Baseball Spider
A webscraping library to gather a variety of baseball stats from Baseball Savant.
View Details🌐 Web Development Projects
This Website!
The website you're currently viewing, built with Flask, Jinja2, and other tools to showcase my projects.
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Pi Chef
A flask-based webapp to store recipes and display them on a Raspberry Pi with a 7-inch touchscreen.
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Dog Go
A webscraping application and flask webapp to display dogs available for adoption based on search parameters.
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Budgeting Dash App
A single-page web application built with Dash for budgeting expenses, income, and financial goals.
View Details🔗 API Access
Access project data programmatically through our API endpoints:
GET /api/projects
Retrieve all projects
GET /api/project/<slug>
Retrieve a specific project