This repository showcases a selection of machine learning projects undertaken to understand and master various ML concepts. Each project reflects commitment to applying theoretical knowledge to practical scenarios, demonstrating proficiency in machine learning techniques and tools.

A sophisticated news processing pipeline that combines AI-powered content extraction, advanced NLP techniques, and interactive data visualizations to provide comprehensive news analysis across multiple categories.

Resume Analyzer is a prototype web application that allows users to upload multiple resumes and compare them against a job description using vectorization and cosine similarity. The project is built using Python, Flask, and scikit-learn.

This repository contains a chatbot application designed to assist students and visitors of the Faculty of Sciences and Techniques in Tanger (FSTT) website. The chatbot use two approach of NLP: Retrieval-Augmented Generation (RAG) and Fine-Tuning.

표현식 기반 자연어 처리 라이브러리

Arabic NLP project comparing traditional, deep learning, and transformer-based models for text classification and summarization.

Analyze your resume, GitHub profile, and a job description together. Extract skills from each source, compare them, and get insights on skill gaps, overlaps, and match scores to improve your resume and public profile.

AI-powered company chatbot for answering FAQs, support queries, and business information.

This project use public dataset from OPUS <OpenSubtitles v2024> and transformer model to translate English speech to Vietnamese and Vietnamese to English title

A book recommendation system that uses Natural Language Processing to analyze book descriptions, reviews, or metadata. Built with Python and NLP libraries like spaCy, NLTK, and scikit-learn to provide content-based recommendations.

A real-world NLP project that classifies customer sentiments by product aspects using machine learning and deep learning.

TatvaX is a groundbreaking educational AI platform that democratizes learning by breaking language barriers. Built with cutting-edge AI technology, TatvaX delivers personalized educational content across 8 Indian languages (Hindi, Bengali, Marathi, Telugu, Tamil, Gujarati, Kannada, and English), making quality education accessible to millions.

This is my Sem 7 NLP Lab Project . For complete details, kindly check below README File.

A sophisticated news processing pipeline that combines AI-powered content extraction, advanced NLP techniques, and interactive data visualizations to provide comprehensive news analysis across multiple categories.

To analyze the sentiment of Amazon food reviews using various techniques and compare the performance of different models.

Resume Analyzer is a prototype application that allows users to upload multiple resumes and compare them against a job description using vectorization and cosine similarity. The project is built using Python, Flask, and scikit-learn.

Full-stack AI web application for resume screening using NLP, PDF parsing, and skill analysis.

Built an AI-powered resume screening system that parses resumes, auto-detects job roles, and ranks candidates based on skill, experience, and education match using Python and Streamlit.

Research-driven machine learning system for fake news detection and trust-based news verification.

An all usage Topic Modelling system for any English database