Muralidhar Siddavatam

Wrote and published an open reference architecture for running AI agents inside a large organisation, including 14 layers, 7 planes, 10 cross-cutting concerns, and 4 deterministic zones. Conducted 20 retrieval and context experiments, published findings as nine design patterns, and packaged the architecture as 12 installable Agent Skills.

Founded and lead an AI company developing an agentic marketing platform with autonomous and human-directed agents executing workflows across research, content, organic growth, and paid media. Architected and built a multi-agent operating system with 100+ skills, tool use, three-tier routing, five-layer memory, and reinforcement-learning optimisation, personally building ~70% of the product.

Executive technology leader for a global mining-safety company, owning a USD 5.4M annual budget and an organisation of 80+ across Australia and India. Set the single-platform strategy consolidating five customer-specific copies into one multi-tenant product, held R&D spend to 36% against a 49% target, and delivered a deep-learning computer vision platform and an AI-powered compliance platform.

Led interoperability architecture for New Zealand's largest shared health IT services organisation, establishing the API Gateway strategy and capability and designing the transition from HL7 to FHIR-based interoperability. Delivered a COVID SMS results service to patients within days during the early pandemic response.

Founded and architected one of the early serverless low-code platforms, where applications are defined declaratively and then automatically built, deployed, and scaled. Architected a multi-tenant AWS platform using Lambda, Fargate, and API Gateway, and took the technology from concept through productisation to acquisition.

Established and scaled Rubicon Red's India Global Capability Centre from zero to approximately 90 people on a USD 2M operating budget, covering organisation design, recruitment, delivery processes, and operating model. Designed a POD-based delivery model, established a 24x7 support centre for multinational clients, and led the MuleSoft practice; the centre was later acquired by KPMG.

Conceptualised and built a cloud platform for computational bioinformatics workloads, improving compute and storage efficiency for genomic data processing.

Designed and delivered a hybrid cloud PaaS for the Aged Care grants programme, with on-demand middleware provisioning using VMware vCloud Director, Puppet, and AWS. Developed the private cloud strategy and charge-back model behind the department's grants-as-a-service vision.

Architecture lead for integration across a five-year enterprise transformation replacing the organisation's IT landscape, defining the strategy for 250+ system integrations. Established reusable patterns, methodologies, and architecture standards, led architects across business units, and delivered the integration portfolio on time and on budget as Oracle Fusion Integration and Solution Architectu

Delivered enterprise integration architecture across energy retail and automotive environments.

Delivered enterprise integration architecture across energy retail and automotive environments.

Key member of the Integration Competency Centre for Victoria's Advanced Metering Infrastructure programme, replacing approximately 1 million electricity meters. Developed common integration capabilities and reusable workflow patterns across projects, combining solution architecture with delivery leadership.

Delivered end-to-end integration for manufacturing and production-line automation.

Solution and integration architecture across consulting, energy, and enterprise environments, including Sun SeeBeyond ICAN specialist work.

Solution and integration architecture across consulting, energy, and enterprise environments, including Sun SeeBeyond ICAN specialist work.

Solution and integration architecture across consulting, energy, and enterprise environments, including Sun SeeBeyond ICAN specialist work.

Developed an early B2B e-payment platform for Caltex, enabling suppliers to claim payment directly from buyers.