I developed PRE-GEN detect, a standalone visual jailbreak detection service designed to prevent AI video generation platforms like Buddian from outputting copyrighted or protected IP.

Multimodal AI Integration: Integrated the TwelveLabs Pegasus model to stream and analyze raw MP4 videos, automatically extracting comprehensive physical descriptions of generated subjects.

Automated IP Arbitration: Engineered a strict arbitration pipeline utilizing OpenAI models, Pydantic, and structured JSON outputs to act as a definitive judge between the visual extraction and the protected Prampta IP registry.

Secure Media Extraction: Built a custom URL resolution and scraping module using Python, Requests, and BeautifulSoup to parse client-side rendered video pages, strictly validating against non-public IPs to prevent server-side request forgery (SSRF) attacks.

Rapid Prototyping: Built and containerized the entire pipeline under hackathon constraints, deploying a lightweight, responsive user interface via Streamlit and Docker.