Welcome to my portfolio! Discover a curated collection of projects showcasing my creativity and expertise.
This project developed a three-layer CNN using Python, Keras, and TensorFlow to detect driver drowsiness from facial images, achieving over 80% accuracy. A dataset of 10,000 images was curated for training, and the business model was recognized as a top 10 hackathon project focused on vehicle safety.
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The Subscription Management Tool is a React web application designed to help users manage and optimize their subscription expenses. It has an OpenAI GPT API to give financial advice based on user data. Key features include local data handling, AI-powered subscription analysis, and an intuitive interface for viewing insights.
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Analyzed 3.5 million American Airlines flight records to predict baggage arrival times using flight duration, distance, and airport traffic features. Developed predictive models with Weibull, normal, and gamma distributions, improving manpower allocation efficiency and enhancing customer satisfaction.
Designed a point-of-sale (POS) system for boba shops with accessibility features, supporting cashier, manager, and customer interfaces. Implemented business analytics, including X and Z reports, to track sales and inventory, enhancing operational efficiency for small businesses.
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Developed a web application using the Spotify API to visualize user listening patterns, including top songs, artists, genres, and temporal trends. Integrated comparative analytics to benchmark user preferences against global trends, improving user engagement through personalized insights.
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