graph databases , Sparql, Neo4j, Python, Git, embeddings, AWS Bedrock, relationship extraction, entity extraction, Cypher, chunking, Amazon Neptune, ontologies, metadata extraction, vector indexing, data-quality controls, Graph RAG, hybrid retrieval, retrieval evaluation, semantic technologies, groundedness testing, RAG, document parsing, Knowledge Graphs, error handling

Containers, Data Privacy, Python, Semantic Kernel, Infrastructure as code, Lang Chain, Serverless deployment, Graph technologies, AI governance, Responsible AI, Lang Smith, AI Eval tools, Access Control, Auditability, Model risk, Lang Graph, AWS Bedrock, CI CD pipelines, Llama Index

Hibernate, Maven, PostgreSQL, Spring Boot, Sql, Microservices, Git, Cloud Infrastructure, Gradle, Core Java, MySQL, Restful Apis, Jpa, Cloud Development