Deep Signifier

In an era of AI-generated misinformation, standard verification methods were failing. The client needed a platform capable of sub-millisecond facial analysis with high accuracy against sophisticated generational models.

We engineered a deep learning pipeline using FastAPI and custom CNN models. The frontend, built with Next.js and Clerk, provides a cinematic interface for security professionals to monitor and ingest media for validation.

"Achieved a 99.4% detection rate on known deepfake datasets and reduced manual verification time for the client by over 80%."