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Trust & safety AI
Off-platform detection in FR/EN/AR, CPU-only, admin alerts.
Results
PythonFastAPIONNXKafkaK8s
Context
Detect off-platform circumvention attempts in French, English, Arabic and arabizi.
Solution
Python FastAPI microservice (rules + charngram + transformer fusion), Kafka worker, MQTT admin alerts, K8s manifests.
Results
CPU-only service that alerts admins and never auto-decides, with versioned eval sets.
3 localesCPU only209 tests
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