Скачать или смотреть Toxic Comment Detector Project | AI/ML Model | B.Tech | Final Year | Engineering

Unfortunately, Youtube is not lettting me to add any external links to the youtube description. So, If possible, please connect the words I am sharing below to make it a link and open it in a new tab..

https: //toxic-comment-detector-updated.onrender.com/

It might take 2-3 mins to load the site for the first time.. coz it is a personal project deployed at free of cost so.. please wait through the time by checking the other videos of my channel..

https: //www.linkedin.com/posts/arnab-sarkar-37ba39253_ai-machinelearning-deeplearning-activity-7358542328170446848-SGIj?utm_source=share&utm_medium=member_desktop&rcm=ACoAAD6fmc8B8pG6mkpga1uBVctfxmUcsmmODQc

THANK YOU FOR WATCHING THIS VIDEO ❤️

Time Stamps:

• 0:00 Hello Everyone
• 0:11 Code behind the project
• 1:46 Model run locally
• 4:34 React webapp
• 5:22 Deployment on Render
• 5:48 LIVE DEMO!
• 7:56 Chrome Extension Setup Tutorial
• 9:10 LIVE EXAMPLE WITH A YOUTUBE VIDEO
• 11:13 OUTRO


🚀 Ecstatic to Share My Latest Project: Toxic Comment Detector! 🎉

After weeks of development, research, and deployment, I’m thrilled to showcase my AI-powered Toxic Comment Detection System — built to make online interactions safer, cleaner, and more positive. 🌐💬

✨ Key Features:
🧠 Real-Time Toxicity Detection – Flags toxic or hateful comments instantly.
🖱 Chrome Extension Auto-Blur – Toxic comments are blurred automatically, with an option to reveal.
📊 Instant Web App Analysis – Enter any text to check toxicity scores and suggestions for polite alternatives.
⚡ Lightweight & Fast – Powered by a fine-tuned BERT NLP model served through a Flask backend.
🌍 End-to-End Deployment – Works seamlessly via web interface & browser extension.

⚙️ Tech Stack & AI Engine:
✅ Backend: Python + Flask – serving the ML model via REST APIs
✅ Frontend: React.js + Tailwind CSS – Responsive web interface
✅ Browser Extension: JavaScript (Manifest v3) for real-time comment blurring
✅ AI Model: Fine-tuned BERT for Toxic Comment Detection (NLP)
✅ Deployment: Hugging Face (model hosting) + Render (Flask API hosting)
✅ Integration: Web + Extension for an end-to-end AI solution

💡 This project was a hands-on journey into real-time AI deployment and applied NLP with BERT. I gained experience in model optimization, backend API development, and seamless integration of ML models into a Chrome extension, transforming an idea into a fully functional, end-to-end AI solution.

🌟 Building this project reminded me why I love technology — not just to code, but to create meaningful solutions that make the digital world safer. I’m excited to keep exploring, learning, and building AI-powered tools that solve real-world problems.

🤝 Would love to hear your thoughts, feedback, or ideas to make this even better!

#ai #machinelearning #deeplearning #nlp #bert #aiproject #techforgood #innovation #hackthefuture
#chromeextensions #webapp #python #flask #react #tailwindcss #huggingface #cybersafety #mlops #projectshowcase