PS497: Bully Shield

Raja Hawa Binti Raja Zakaria Sekolah Kebangsaan Felda Chuping

INEX26 | Primary School

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Bully Shield is an AI-assisted Android application that helps primary school pupils recognise potentially harmful language and seek teacher support. Detektif Kata analyses typed or transcribed speech using TensorFlow Lite, supported by keywords and teacher-added phrases. Colour-coded feedback and cartoon mascots explain results. Pupils can transfer flagged expressions into an SOS form, which prepares messages for teachers through SMS or WhatsApp. Users confirm transmission themselves. The application provides preliminary screening, not definitive judgements. It promotes respectful communication and help-seeking, supporting Sustainable Development Goals 3, 4 and 16. Further evaluation is needed to assess classification accuracy and its impact in schools.