- Large Language Models (LLMs)
- Retrieval Augmented Generation (RAG)
- AI Agents / Agentic AI
- MCP (Model Context Protocol)
- Generative AI platforms
- AI application architecture
Data & Analytics
- Data Modeling
- Data Lakes and Data Warehouses
- ETL/ELT Pipelines
- Data Governance
- Data Lineage and Data Quality
- Vector Databases
- Feature Stores
Cloud & Engineering
- Azure AI Services, AWS AI/ML, or Google Vertex AI
- MLOps frameworks
- AI deployment and monitoring
- API and integration architectures
- Enterprise architecture frameworks
Leadership
- Architecture review boards
- Technology governance
- Solution approvals
- Executive stakeholder communication
- Technical strategy and roadmap development