Six patent applications covering the complete AI/ML pipeline for nuclear regulatory compliance
Intelligent document management system that ingests, normalizes, and deduplicates regulatory documents. Maintains canonical storage with hard-link materialization for multi-docket presence.
Resume-safe document processing with OCR capabilities and transactional database operations. Implements polite parallel downloading with retry logic and PDF validation.
Scalable embedding system using ONNX runtime with GPU acceleration. Persistent ChromaDB vector database with idempotent ingestion and flexible collection modes.
Retrieval-Augmented Generation with structured document context and local model integration. Ollama-native backend for privacy-preserving AI-powered knowledge retrieval.
Fine-tuned model optimization for nuclear industry-specific applications. Training dataset construction from RAG-generated data for domain adaptation.
Complete system architecture integrating all components into a unified platform. End-to-end AI/ML pipeline for nuclear regulatory compliance and operational efficiency.
Automated processing reduces manual effort by 90%
Ensures regulatory adherence with audit trails
Local processing maintains data security