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Building Pakistan Notice Helper: A Small AI Tool for a Very Local Safety Problem

Pakistan Notice Helper is a Build Small Hackathon project focused on suspicious notices in Pakistan, including bank, courier, tax, telecom, police, and government-style messages. It accepts text or screenshots, supports English and Urdu, and returns risk labels, red flags, explanations, and safer next steps. The author discusses choosing Qwen3.5 4B Q8 with llama.cpp, Modal, Gradio, and Hugging Face Spaces after balancing quality, cost, latency, cold starts, and safety constraints.