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The Misfits

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

The Misfits — Demo video

Swar is an AI-powered confidence coach for spoken language. It helps the user who knows a non-native language but gets frozen when it comes to speak it in real life scenarios. If we take an example of a user whose native language is Hindi and want to be confident in speaking English. we simulate real-life scenarios - phone calls, doctor visits, shopping, office meetings. our feedback is warm and culturally aware. Instead of cold corrections, you hear: "Arre, thoda sa gadbad! Koi nahi..." We build psychological safety before linguistic accuracy, because confidence comes first. we use a Language Bridge Learning System. Every English concept is explained through Hindi equivalents and cultural context. "Postpone matlab 'टालना' - jaise aap kehte ho 'meeting kal ke liye टाल dete hain.'" We validate why English feels hard, because understanding the why removes the shame.

Team