NLP & LLM Projects

Large Language Models, semantic understanding, and text generation systems built for the modern AI era.

Fake News Detection
Text Classification • TF-IDF

Fake News Detection

A high-precision NLP pipeline using TF-IDF vectorization and Logistic Regression to detect misinformation with a real-time Streamlit interface.

Scikit-learn Streamlit NLTK Front-end: Streamlit Back-end: Python
Repo
Multimodal • Transformer

Image Captioning Systems

Advanced multimodal architecture combining Vision Transformers with Language Models to generate descriptive and accurate text from visual data.

PyTorch Transformers ViT Front-end: Python Back-end: Python
Repo
Image Captioning
Sentiment Analysis
Sentiment Analysis • NLP

Restaurant Review Analytics

Semantic analysis pipeline designed to identify customer sentiment and key satisfaction drivers from large-scale restaurant review datasets.

Pandas Matplotlib TextBlob Front-end: Dash Back-end: Python
Repo
NLP • RAG • LLMs

Hire-Mind AI

Advanced AI recruitment platform using semantic search and RAG to match candidates with job descriptions. Features a real-time AI interview coach.

FastAPI LangChain Semantic Search Front-end: Next.js Back-end: LangChain
Repo
HireMind AI