Adaptive vector search with self-correcting embeddings. Addresses semantic collapse in RAG systems through spectral chelation, dynamic dimension masking, and neural adaptation. Built with PyTorch and Qdrant.
Scan and clean Twitter/X post history using local LLM analysis via Ollama with optional Claude second-pass review. Multilingual regex pre-filtering across 26 languages, interactive terminal review UI, and automated deletion through the Twitter API.
Structured framework for media-driven due diligence on recreational vehicles. AI-assisted photo and video analysis to identify defects, estimate repair costs, and build evidence-based negotiation packets.