- Automate data extraction and aggregation across solvers
- Automate engineering design workflows
- Build and deploy multi agent pipelines
- Build dashboards for engineering results
- Build evaluation harnesses and guardrails
- Develop agent based engineering tooling
- Implement prompt engineering and task decomposition
- Manage agent state retries and human in the loop checkpoints
- Mentor engineers on agentic AI projects
- Orchestrate agent tool calling and integrations
- Select and tune models for routing context and caching