CTO: Multi-Agent Orchestration Platform
Built a multi-agent orchestration layer for personalized, high-concurrency experiences with reliability and secure-by-design patterns.
Focus
- •Agent orchestration patterns
- •Horizontal scalability and low-latency design
- •LLMOps foundations (evaluation + observability)
- •Security and safety guardrails
Outcome
Led architecture and execution for a multi-agent orchestration layer built for reliability and horizontal scale (designed for 100K+ concurrent users).
Multi-Agent OrchestrationMicroservicesLLMOpsReliability/Scale
Enterprise AI & Data Reference Architectures (Google)
Led executive workshops and reference architectures to help large enterprises move from POV to production with governance and security standards.
Focus
- •Target architecture and workload mapping
- •Governance, access controls, and standards
- •Success metrics and production readiness
- •Cross-functional alignment across stakeholders
Outcome
Drove executive workshops and reference architectures for governed AI and modern analytics—accelerating POV → production with security and standards.
BigQueryVertex AILookerGovernance/Security
Enterprise Modernization & Delivery (Microsoft)
Directed modernization roadmaps and delivery execution across cloud and hybrid environments with compliance, operating model, and scale in mind.
Focus
- •Modernization roadmap and migration waves
- •Operating model and platform adoption
- •Security and compliance alignment
- •Delivery governance and program execution
Outcome
Directed modernization roadmaps and delivery execution across cloud/hybrid estates—aligning architecture, operating model, and compliance for scale.
Azure MLDatabricksCloud ModernizationSecurity/Compliance
Hybrid Architecture & Governance (Cloudera)
Designed hybrid architecture options and guided evaluation cycles to production adoption with governance, lineage, and long-term viability.
Focus
- •Warehouse/lake/lakehouse architecture options
- •Governance and lineage foundations
- •POC/POV execution to production transition
- •Stakeholder alignment and success planning
Outcome
Designed regulated-ready warehouse/lake/lakehouse options and guided POC/POV lifecycles to production adoption with governance and lineage.
Hybrid CloudGovernance/LineageLakehouseEnterprise Architecture