document understanding, biometric security, intelligence liveness detection, AIGC detection, algorithmic solutions, multimodal reasoning, Fraud Detection, media forensics, research-to-production translation, deep learning stacks, core algorithms, AI agent, trustworthy AI, generative model detection, deepfake defense, vision-language models, provenance analysis