safety-classifier

Hybrid-state streaming safety classifier and CUDA inference engine

Purpose-built inference engine for Mistral Shieldstral 1.0 3B safety classifier. Optimized for RTX 3050 4GB VRAM. Custom CUDA kernel, INT4 quantization, multimodal vision pipeline, FastAPI moderation API.

Benchmark, linear probe and fine-tuning pipeline for visual content moderation (CLIP, SigLIP, EVA-02). B.Sc. Thesis @ Flensburg UAS.

shiprocket-api-skill — a safe, single-file Python CLI mediating the Shiprocket API, plus a matching Claude skill. Credential never enters AI context; every mutation is classifier-gated and audit-logged.