• The bookstore web application uses Java with Spring Boot for server-side logic and Spring MVC for web management. Hibernate handles database interactions with MySQL, while Thymeleaf renders dynamic HTML pages integrated with Bootstrap for styling.
• The project is managed with Maven or Gradle, and tested with JUnit, with version control handled by Git.

• The Java Snake game uses Swing for GUI development to create an interactive playing field. Game logic, including movement, collision detection, and scoring, is implemented in Java. Tools like IntelliJ IDEA or Eclipse manage the development environment, while JUnit is used for testing.
• The game runs on Java SE, ensuring compatibility and performance.

• Developed a software using Tkinter, OpenCV and Machine Learning Models to build a face recognition software to detect criminals in images and videos, noting theirtime of occurrences.
• Using DBSCAN Clustering and LBPHFaceRecognizer fortraining the Model.

• Developed a software for Fraud detection in payments refers to the process of identifying fraudulent transactions in real time to prevent financial loss.
• The Model is trained on real-time monitoring of transactions and various metrics.

• Image captioning is the task of generating textual descriptions of a given image, With an image as the input, the method can output an English sentence describing the content in the image
•We analyse three components of the method convolutional neural network(CNN), recurrent neural network(RNN) and sentence generation