state management , React, Python, Gcp, vector databases, AI-driven solutions, ADK, multi-agent systems, LLM-native metrics, cloud platforms, granular tracing, CrewAI, pipelines for structured and unstructured data, LangGraph

software components , Testing Frameworks, Gcp, API design, AWS, cloud platforms, unit testing techniques, AI solutions

Gcp, Python, CrewAI, LangGraph, multi-agent systems, ADK, vector databases

bedrock , ECS, S3, Lambda, Api Gateway, Python, Redshift, RAG pipelines, EKS, Athena, Data warehousing solutions, knowledge retrieval, AWS data and AI technologies, GenAI applications, SageMaker, Step Functions, Data lakes and pipelines, Glue, Aurora, Vector search, LLM-based solutions, Machine learning models