Projects.
Deep learning model that performs visual speech recognition by analyzing mouth movements in video frames.
I created and trained a machine learning model using Python and imported libraries to detect and count bicep curls from video input. I fine tuned the model to achieve better performance in detecting bicep curls and integrated the trained model into a real-time application that can analyze live video feeds.
I’ve been getting into 3D printing lately and it’s actually so fun. I’ve made a VW van and in a group project, flower with a rod and gear system that opens when you turn it, all modeled in SolidWorks.
Used Python to create a Sentiment Analysis classifier with NLTK's VADER and Huggingface Roberta Transformers. This project compares two different models and classifies the sentiment of amazon customer reviews.
Developed a functional mechanical flower with a gear and rod system in SolidWorks, collaborating in a team to create a 3D printed prototype.
Redesigned game components in SolidWorks to improve grip, stability, and ease of manipulation, incorporating larger interaction surfaces and constrained placement features. Collaborated in a team to iterate designs based on usability considerations and inclusive design principles..