Job Description
At Ryz Labs we are looking for a Senior / Lead AI/ML Engineer to design and ship production-grade conversational AI agents with advanced tool use and orchestration capabilities. This is a hands‑on role where you’ll work closely with the internal team to build, scale, and harden real-world LLM systems in a production AWS environment.
You’ll be embedded with the team, contributing directly to architecture decisions and implementation.
Key Responsibilities
- Design and implement LLM-powered conversational agents in production
- Build robust agent orchestration systems, including:
- State management
- Pause/resume flows
- Journey and mode routing
- Failure handling and recovery
- Develop and integrate tooling via MCP or gateway‑style architectures, including:
- Schema design
- Authentication & authorization
- Idempotency handling
- Auditability <...