Projects

Moral AI

A Python and Pygame simulation program with a distinctive focus on understanding agent behaviors. The program allows users to explore a variety of scenarios, from collaborative to competitive, unveiling the intricate dynamics that underlie diverse interactions. Through this innovative tool, users gain insights into the ethical dimensions of AI decision-making, enriching their understanding of complex agent behaviors.

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TTC Subway System

A web application that empowers users to input their current station and desired destination, facilitating efficient train scheduling. Employed an MVC architectural pattern and a RESTful API structure, ensuring a modular and maintainable codebase, enhancing data retrieval and user experience. Leveraged MongoDB, Node.js, Express, React, and Tailwind CSS.

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Image Recognition

Developed a Python application for image recognition, leveraging advanced search algorithms to enhance retrieval accuracy. Seamlessly integrated color projection, barcode comparison, and efficient techniques to optimize image search performance.

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Article Summarization Website

Created a user-friendly web app for efficient extraction of vital content from articles. Users input article URLs, triggering automated generation of concise summaries along with crucial details like title, author, and publication date. The platform includes a dynamic CRUD system for easy summary organization. Seamlessly integrated Python Flask, Bootstrap, JavaScript, and SQLAlchemy for an engaging, secure, and high-performance user experience.

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Sorting Algorithm Visualizer

Designed and implemented using Python and Pygame. This interactive desktop application generates random elements and demonstrates the sorting process through insertion, selection, and bubble sort algorithms.

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