“Skill Portal” is a Resume/CV Selection and Evaluation System to streamline hiring developed in Python. The system ranks resumes, matches candidates with job requirements, and provides a platform for uploading CVs. It enhances employee evaluation, reduces selection time, and supports candidates in improving their qualifications. It also provides a platform for unemployed individuals to showcase their skills to potential employers. We have incorporated a Cosine-Similarity Algorithm and NLP for keyword matching in this project, in addition to its basic features. In this project, skills, education, and experience from CVs were turned into vectors based on the job description, which resulted in a cosine value. The candidates are then ranked based on the cosine value obtained.

"Hamro-Pustakalya" is a web-based virtual library application developed in Java. It aims to create an efficient interface between librarians and patrons, enabling users to search for, check availability, and borrow books online. Key features include a content-based recommendation system, user registration and login, and book reservation capabilities. The application also facilitates administrative tasks such as managing inventories, viewing request histories, and implementing late return fines.

+ve or -ve? project makes use of a "Sentiment Analysis Using Java Swing." The goal was to create a user-friendly program that could analyze user-entered sentences to determine if they were positive or negative. We used the Java Swing framework and natural language processing techniques. The application provided real-time feedback and an extensible design for future enhancements.