tf-idf

Search Engine into articles scraped from Wikipedia

Analysis of posts on police twitter handles.Classifying posts on categories and arrange them on the basis of severity.

Detecting and analyzing hate speech on videos relating to sexism on a right-wing platform (NLTK, scikit-learn, pandas).

natural language processing and computer vision use cases for non technical user

Email system with spam detection, spelling check, AES encryption.

Smart Blog CMS with search and automated tagging using TF-IDF NLP Algorithm. Automatically suggests similar articles to enhance user retention.

Spam detector for email/SMS — TF-IDF + 4 NLP classifiers (Logistic Regression ⭐ ~99% accuracy, F1 ~97%) on UCI SMS dataset with Flask UI

Fake news classifier — TF-IDF bigrams (50K features) + 4 NLP models (Random Forest ⭐ ~95% accuracy) on 6,300 labelled articles with Flask UI

A production-grade movie recommendation system built with TF-IDF vectorization, cosine similarity, and a custom hybrid scoring algorithm — deployed as a cinematic Netflix-style Flask web application.

Machine Learning and NLP-based web application that classifies emails and messages as spam or legitimate using TF-IDF and Logistic Regression, with confidence-based predictions through a Flask web interface.

Bilingual interactive RAG tutorial with browser-based TF-IDF retrieval, visual explanations, and a demo knowledge base.

A Flask-based web app that recommends courses using user preferences, powered by pandas and scikit-learn

Klasifikasi kategori berita BBC dengan TF-IDF dan Stacking Ensemble.

Resume Screening App A lightweight AI-powered resume screening project that compares uploaded resumes against a job description and returns a ranked match score for each file. What it does Accepts a job description and multiple resume uploads. Cleans and normalizes text before scoring. Uses a semantic matching model based on sentence-transformers

An AI-powered Fake News Detection System built with Flask, TF-IDF, and Logistic Regression that classifies news articles as Real or Fake through a modern, responsive web interface.

AI-powered career recommendation system built with Flask, TF-IDF, and Cosine Similarity to match user skills with suitable career paths.

A content-based recommendation engine that matches your skills to engineering roles using TF-IDF and cosine similarity

AI-powered job recommendation system that uses TF-IDF and KNN to match user skills and experience with relevant career opportunities.

Content-based anime recommendation engine built with Flask & Scikit-learn, featuring cosine similarity matching and top-10 rankings.