II.
LibraryAgent overview
Reference · livelib-agent:data-science-ml--ml-architect
ml-architect overview
Agent specialized in ML system architecture, model selection, and pipeline design.
Attributes
displayName
ml-architect
description
Agent specialized in ML system architecture, model selection, and pipeline design.
libraryPath
library/specializations/data-science-ml/agents/ml-architect/AGENT.md
specialization
data-science-ml
role
Planning Agent
expertise
- Architecture pattern selection
- Model family recommendation
- Pipeline design decisions
- Infrastructure requirements
- Scalability planning
- Technical debt assessment
Outgoing edges
lib_applies_to_domain1
- domain:data-science·DomainData Science
lib_belongs_to_specialization1
- specialization:data-science-ml·Specialization
lib_implements_workflow1
- workflow:ml-model-lifecycle·WorkflowML Model Lifecycle
lib_involves_role3
- role:ml-engineer·RoleMachine Learning Engineer
- role:data-scientist·RoleData Scientist
- role:ml-engineer-convergent·RoleML Engineer
lib_requires_skill_area2
- skill-area:machine-learning-frameworks·SkillAreaMachine Learning Frameworks
- skill-area:ci-cd-ml-pipelines·SkillAreaCI/CD for ML Pipelines
Incoming edges
None.