I love to Build Cool Projects. Here, you'll find a curated collection of my creative endeavors and technical projects. Each piece represents a journey of innovation, problem-solving, and continuous learning. Feel free to explore this showcase of my passion and expertise in action.
An end-to-end NLP project that classifies Amazon Kindle reviews as positive or negative. It compares three feature extraction methods: Bag-of-Words (BOW), TF-IDF, and averaged Word2Vec embeddings to determine the most effective model.
A project to build and evaluate a machine learning model to classify SMS messages as spam or ham. This repository explores three different text vectorization techniques: Bag-of-Words, TF-IDF, and Word2Vec.
A secure and scalable backend with JWT-based authentication, Spring Security, and Redis caching. Delivered RESTful APIs for user, journal, and weather data with a clean, service-oriented architecture.
A content platform (blogging engine) built using EJS and JavaScript allowing authors to write and manage posts.
A backend user management system using Node.js and MySQL, featuring CRUD operations and authentication.
A visually stunning clone of the Spotify web player, built using HTML, CSS, and Font Awesome for icons. This project aims to replicate the core UI of Spotify's web player, allowing users to navigate through a sidebar, view music playlists, and interact with a music player interface.