Navin Kumar

AI Engineer at Digitalxcode. I build agent supervision and document retrieval systems, with a focus on measurable reliability. Creator of AgentFuse (failure detection and recovery traces) and Relevant Section Identification (EmbeddingGemma + BM25, structure-aware PDF retrieval). I share runnable demos, evaluation methods, and failure cases. Open to collaboration on retrieval evaluation and agent reliability.