What you will learn

• Demonstrate you have the job-ready skills to design and implement a complete AI system from data to deployment.

• Transform unstructured text and multimodal data into structured JSON formats using LLMs to drive data-driven decision-making.

• Architect multimodal vector databases and multi-agent systems to coordinate specialized agents for high-accuracy recommendations.

• Integrate complex AI ecosystems using MCP, configuring servers and clients to build, validate, and scale tool-augmented agents.