Manik Arya@TheSleepwalker

A fully local machine AI based pipeline used for the backend. THe backend runs as a service, and talks to the ovelay, which scans the user screen outside the whitelisted apps, Like common browsers, discord, Teams, Telegram among others. No data ever leaves the local machine, except the user credentials, and any false positives the user reports. made for vulnerable users susceptible to email and/or Discord/telegram based scams, like creators. Built as a first line of defence for the lehman users of windows machines. uses A tiered approach with a hueristic filter, a tier one DistilBERT Onnx, along with VIT Deepfake model for any face detected. and a poweful Phi 4 mini LLM running as a fallback for edge cases. No data ever leaves the system, and no External API's are called.

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