testing practices , architectural patterns , Distributed Systems, Software Development, Apis, System Design, Coding Standards, embeddings, knowledge graphs, GraphRAG, knowledge bases, versioning practices, Data Validation, semantic search, ontologies, integration solutions, Retrieval pipelines, AI-driven systems, Knowledge Representation, schema governance, taxonomies, semantic models, evidence-based reasoning, AI-enabled platform capabilities, hybrid search, data systems, RAG

production readiness , Python, scalable system design, data pipelines, GenAI LLM application development, deployment observability, model pipelines, APIs and backend services, ML LLM framework, ML training and evaluation workflows

PostgreSQL, Prometheus, Grafana, Rtp, Gcp, Terraform, Linux, Azure, Kubernetes, Python, AWS, Go, Jaeger, Tempo, OpenTelemetry, SIP

Spark, Sql, Azure Databricks, Python, Mosaic AI, AI Playground, Unity Catalog, AI Functions, Agent Framework, Delta Lake