AI-powered E-commerce Shopping Tool that revolutionizes online shopping by providing personalized product recommendations, price comparisons, and trend analysis. Built with a focus on user experience and leveraging cutting-edge AI technologies, Flair AI aims to enhance the way users discover and purchase products online. (pivotted)
CIFAR-100 DataSet Neural Network
This was the final project of my Harvard Pre-College Course: Mathematics of Data Science and Machine Learning(MATH P-12160). We were required to train our own neural network, utilizing our new found mathematical understanding of CNN's to compete with other groups for the highest training accuracy. The reason why my group ultimately yieled the highest training accuracy(best: 98%), was due to my proposed greyscale conversion strategy. By eliminating the color variances, so getting rid of all the irrelevant rgb data, significantly improved the neural networks capacity to solely identify the outlines of the images, and ultimately identify what image it is looking at. (Greyscale reduces these vector values from 0-255, to just being 0-1) This greyscale conversion, paired with the several convolution layers the image underwent, results in a faint outline of the image itself making it significantly easier for the network to learn from the training data.
3D Portfolio Website
A personal portfolio website built using Three.js to showcase 3D graphics and interactive elements. The site features a dynamic and immersive user experience, highlighting various projects and skills through engaging 3D models and animations. A remix on the award winning Award Winning: Bokoko33's Portfolio