AI-powered OCR and document processing system for real-world data automation. Multi Agents system website built using MERN stack for automatic form filling using Agents.
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More Projects
NLP PROJECT
Sarcasm Detection
A machine learning-based sarcasm detection system that classifies text as sarcastic(1) or non-sarcastic(0) using traditional ML algorithms. The project demonstrates that well-engineered feature extraction with traditional ML.
87.3% Accuracy on test data, surpassing the typical 85% benchmark for sarcasm detection using traditional machine learning methods.
Enhanced Feature Engineering
FeatureUnion: Word-level Features: TfidfVectorizer → SVC
Character-level Features: TfidfVectorizer
FULL STACK PROJECT
Event Pro
The project is a full stack web application for creating events and managing them with the integration of AI. It is a role-based web app for the event vendors and the clients.
The vendors can create, update and delete the events, while creating the events they are helped by the AI-generated description for the events using titles. The clients can view the full details of the events and also book the event.
React.js • TailwindCSS • Python (flask) • MongoDB • GeminiAPI