Headline
Aspiring Software Developer passionate about Java, Spring Boot and problem solving
About
Information Science Engineering student skilled in Java, Python, and Data Structures & Algorithms, with working knowledge of JavaScript. Built a web-based task management application, a Java console banking system, and a document classification model using Naive Bayes, applying object-oriented programming, exception handling, and machine learning fundamentals. Strong problem-solving ability and quick to learn new tools and technologies.
Education
Projects
Ledger - Task Management Web App
Built a task manager with add, complete, and delete functionality, along with priority tagging for each task. Implemented persistent storage using the browser's localStorage API so tasks remain saved across sessions. Used event delegation for efficient DOM event handling instead of attaching listeners to individual elements.
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Simple Banking System
Developed a console-based banking application supporting account creation, deposits, withdrawals, and balance inquiries. Designed custom exception handling to prevent overdraft withdrawals and ensure data integrity. Used ArrayList to manage multiple customer accounts and maintain transaction history.
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Document Classification using Naive Bayes
Built a text document classifier using Multinomial Naive Bayes on the 20 Newsgroups dataset (2,323 training / 1,546 test documents across 4 categories). Applied TF-IDF vectorization to convert raw text into weighted numeric features, achieving 89.4% test accuracy. Evaluated model performance using precision, recall, and F1-score, and validated predictions on unseen text input.
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