Projects
A RAG Based Chatbot Assistant
Built a personal RAG-based chatbot designed to answer questions from user-uploaded documents, citing the specific source and page number for each answer.
Movie Recommendor System
A movie recommendation system using Flask that delivers personalized film suggestions through a web interface, using cosine similarity to rank movies.
Automated Attendance System Using Real Time Face Recognition
developed a custom attendance application for my class by building a photo database of all my classmates. The system works by converting a live face from a webcam into a digital code and matching it to the database to mark attendance instantly.
Email Spam Classifier
Developed a high-accuracy SMS spam classifier by applying NLP techniques for text preprocessing and feature extraction. Systematically trained and evaluated 11 different machine learning algorithms, selecting a Support Vector Classifier (SVC) for its superior performance of 97.7% accuracy, and built an interactive UI with Streamlit for real-time predictions.
Document Summarizer
An AI-based PDF summarizer that extracts text from uploaded documents and generates concise summaries. It processes large PDFs by splitting them into readable chunks and delivering key insights in a simplified form.
Student Data Management System
A full-stack project designed to streamline student record handling with secure admin authentication. It offers complete CRUD functionality, enabling efficient management of student profiles and academic data.