LAN
Built at Gemini 3 Bengaluru Hackathon · Feb 14, 2026 · Bengaluru, India
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