Projects
“Study hard what interests you the most in the most undisciplined, irreverent and original manner possible.” – Richard Feynman
Thank you for taking an interest in my work! I created this page to share my past and ongoing projects. These are topics that fascinate me. Feel free to reach out if you have any comments or insights!
Deep Learning: Defect Detection on Ion Sources
(Complete for Now)
Utilizing convolutional neural network and transfer learning to train a model for defect detection on ion source images. The model(s) were trained using Tensorflow and VGG-16 as the backbone.
Statistical Windows App for Data Analysis and Visualization (Ongoing)
An application that provides a complete workflow, from data preparation to data visualization, with just one data load.
Sensirion VOC-HumTemp Sensor and Raspberry Pi for Paint Detection (Ongoing)
A system consisting of a Raspberry Pi, VOC, and sound sensors, utilizing a neural network trained on VOC and sound data to reduce false negative detection of sprayed paint.
GPT-Assisted Hardware Communication Prototype Development (Ongoing)
A Windows application that leverages GPT to create the initial software for hardware interfaces and enable live data collection.