state management , Google Cloud Platform (GCP), Large Language Model (LLM)-native metrics, Application Programming Interfaces (APIs), Retrieval-Augmented Generation (RAG)-like architectures, Python, LangGraph, Observability frameworks, Evaluation pipelines, Vector databases, Multi-agent systems

Testing Frameworks, API design, AI tools, data connectors, scalable solutions, unit testing techniques

Technology Consulting, AWS, Leadership, Technical Skills, large scale deployments, performance metrics, Computer Science, Cross-Functional Team Leadership, Achieve Business Objectives, Business Support Unit, Strategic Thinking, Delivering Digital Solutions, Record Keeping, Delivery of Business Solutions, Collaboration With Stakeholders, Project Management

Testing Frameworks, Integration, API design, AI tools, scalable solutions, unit testing techniques, large-scale AI solutions

snowflake , Data Integration, Databricks, APEX, Data Modeling, Java, BigQuery, Python, Javascript, AI LLM technologies, LlamaIndex, force platform, LangChain, force Data Cloud

Python, CrewAI, LangGraph, OAuth-based authentication, Multi-agent systems

production readiness , production system design, agentic LLM-based applications, data pipelines, technical scoping, backend data and AI ML integration, full-stack systems, Deployment, code quality evaluation