An interactive document to show how different AI team members work together
Builds and maintains the systems that collect, store, and prepare data for use by the team.
Creates and optimizes traditional machine learning models for specific business problems.
Ensures ML systems run reliably in production through robust infrastructure and monitoring.
Develops advanced AI systems using cutting-edge techniques like deep learning and large language models.
Optimizes interactions with language models to achieve reliable, high-quality outputs.
Ensures AI systems are developed and deployed responsibly with appropriate safeguards.
Guides the development of AI products by balancing technical capabilities with business needs.