Projects / Independent work
Computer vision, recommendation systems, and practical applications.
Explore each project’s approach, tools, and source code where available.
11 projects
Match number plates across two checkpoints to calculate average speed and flag vehicles over the limit.
Applied skills
Two logging stations capture vehicle number plates and timestamps. The system matches records between stations, calculates average speed from the distance and elapsed time, and writes vehicles exceeding the limit to a CSV file.
Detect face masks in live video with OpenCV and TensorFlow, with a conceptual extension for entry-point screening.
Applied skills
Tools
The detector uses OpenCV and TensorFlow with live input from a webcam or a server. A conceptual IoT extension combines an MLX90614 temperature sensor, a Pi Camera v2, motion sensing, LEDs, and relays or automatic doors for entry-point screening.
Browse trailers, search for films, and join a global chat in a movie discovery app with user sign-in.
Applied skills
Users can sign in, browse trailers across movie categories such as popular titles, search for a movie, and participate in a global chat alongside the discovery experience.
Retrieve email content with the Gmail API and classify messages as spam.
Applied skills
Tools
An email subject is used to find a message and retrieve its body through the Gmail API. The message content is then used for spam detection.
Use URL-derived keywords and multiple models to assess whether a website may be malicious.
Applied skills
The project extracts keywords from a URL and uses multiple models to produce a collection of predictions about whether the website may be malicious.
Detect lanes and objects in a real-time video feed using OpenCV.
Applied skills
Tools
Uses OpenCV for live video processing, Hough transforms for lane detection, and a DNN detection model with the COCO dataset for object detection.
Recommend movies through collaborative filtering, starting with a movie title.
Applied skills
The system takes a movie title as input and uses collaborative filtering to recommend other movies.
Find related games using collaborative filtering and a game title as input.
Applied skills
A game recommendation project that applies collaborative filtering to suggest games based on an input title.
A general-purpose hospital management website backed by PHP and MySQLi.
Applied skills
Tools
A web application with HTML and CSS interfaces, using PHP and MySQLi to store and manage hospital data.
Manage library books and follow book deliveries through multiple checkpoints.
Applied skills
Tools
A C++ application for a university library, combining book management with delivery tracking across multiple checkpoints.
A responsive portfolio with searchable projects, accessible navigation, and motion that respects visitor preferences.
Applied skills
Tools
Built with semantic HTML, custom CSS, and vanilla JavaScript. A Node.js build script generates static pages from one content file for GitHub Pages. Animations respect reduced-motion preferences, and the content remains available without JavaScript.
Try a different search or category.