# LAN

- **Event:** [Gemini 3 Bengaluru Hackathon](https://cerebralvalley.ai/e/gemini-3-bengaluru-hackathon)
- **When:** Sat, Feb 14 at 9:00 AM – 10:00 PM (GMT+2)
- **Where:** WeWork Roshni Tech Hub – Coworking & Office Space in Marathahalli, Bengaluru, India
- **Team:** [Suprakash Dhar](https://cerebralvalley.ai/u/supra)
- **GitHub:** https://github.com/Suprakash-Dhar-PW/CodeMix-Global
- **Demo video:** https://drive.google.com/file/d/1YAv6MXos9FqXqju5bzqKczoMgj1JOztz/view?usp=sharing
- **Gallery:** https://cerebralvalley.ai/e/gemini-3-bengaluru-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/gemini-3-bengaluru-hackathon/hackathon/gallery/6

Project Name: CodeMix Global
Intelligent Multimodal Cross-Language Communication Assistant

📌 Problem
Traveling to a foreign country without knowing the local language creates real communication barriers. Traditional translation apps only convert text — they do not interpret tone, emotion, dialect, slang, or cultural nuance.

This often leads to misunderstandings, especially in urgent or sensitive situations.

🚀 Solution
CodeMix Global is a multimodal AI-powered communication assistant that enables context-aware, two-way communication between people who do not share a common language.

Unlike traditional translators, CodeMix Global:

i)Analyzes video and audio input
ii)Extracts speech from video
iii)Detects language and dialect
iv)Identifies tone and emotional state
v)Detects slang and abusive language
vi)Determines primary intent
vii)Provides structured contextual translation
viii)Supports multi-language output based on user preferences

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