My Work
Diabetes Risk Predictor
Developed two iterations of the Gaussian Naive Bayes algorithm to predict whether patients have contracted diabetes or not.
- Python
- Gaussian Naive Bayes
- Machine Learning
- Numpy
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Parkinson's Disease Predictor
Developed an XGBoost algorithm to predict the given MDS-UPDR scores, which measures the progression of the Parkinson's disease in patients, for the AMP®-Parkinson's Disease Progression Prediction Kaggle competition.
- Python
- XGBoost
- Machine Learning
- Parkinson's Disease
Multi-Robot Systems: Pattern Formation
Implemented Craig Reynolds' Boids Algorithm to study the pattern formation behavior of a multi-robot system. Implemented my own rules and behaviors to the algorithm to have it accomplish the defined problem.
- Python
- Boids Algorithm
- p5
- Multi-Robot Systems
Robotics 1 Labs
This course had us do multiple labs throughout the semester where various objectives such as writing, stacking blocks, and using various end-effectors were taught in each lab.
- Dobot Studio
- Dobot Magician
- Python
- Blockly
- Robotics 1
Discord NASA APOD Bot
This Discord bot will send NASA's Astronomy Picture of the Day image with its author, description, and title to various Discord servers at a set time.
- Discord
- Python
- NASA
- Astronomy
