At Pantech Solutions, I developed full-stack web features with React, Node.js, Express.js, and MongoDB. I also engineered RESTful APIs and optimized database queries during my internship.
For my engineering capstone, I built a machine learning web application with a Transformer model and Django backend, including CSV uploads and structured predictions. I also created an independent voice-enabled chatbot using Python, JavaScript, HTML, and CSS.

