Company
Reltio, an SAP company
Platform leadership for a cloud-native, multi-tenant MDM environment operating at billions scale.
Mar 2022 - Present
Staff Platform Architect
Turned tenant operations, observability, and onboarding into platform capabilities instead of repeated manual work.
Project
Ontology Builder
Shaped an AI-assisted modeling experience that translates source schemas and legacy MDM structures into a Reltio-ready canonical model with interactive graph exploration and refinement.
Impact: Accelerated MDM modernization by turning complex model translation into a faster, more guided workflow for implementation teams.
Project
Multi-cloud tenant provisioning platform
Led the design of a self-service provisioning system for AWS, Azure, and GCP tenant environments with distributed orchestration, retries, backoff, concurrency controls, and rollback paths.
Impact: Provisioning moved from days to minutes while improving reliability, isolation, and operator confidence.
Project
Tenant full-context observability view
Built a tenant-centered operational console that brought metadata, service health, dependency signals, and support context into one debugging workflow.
Impact: Reduced outage investigation friction and made root cause analysis faster for platform and support teams.
Project
LLM onboarding assistant
Implemented an onboarding assistant using the OpenAI API and Reltio MCP Server so SMEs could self-serve guided onboarding steps with contextual answers.
Impact: Reduced support tickets to the Solutions Architect team by 30% and shifted repetitive onboarding work away from senior engineers.
Project
AI-assisted incident operations
Built multi-agent on-call workflows with ADK, LangChain, and RAG pipelines grounded in runbooks and internal documentation.
Impact: Improved triage quality, sped up diagnosis, and standardized incident summaries and recommended next actions.