Intelligence
Models, retrieval, memory, tools, evaluation, and human judgment composed into reliable workflows.
Software architect / AI systems builder
Designing systemsthat think, connect,and perform.
I architect and build AI-integrated software for serious workflows, from multi-agent platforms and connected-device data to the infrastructure that keeps them reliable in production.
Live systemOperational
ArchitectureHuman + AIorchestration layer
INTELLIGENCEModelsReason + evaluate
CONTEXTDataRetrieve + ground
EXECUTIONToolsAct + integrate
JUDGMENTHumanReview + decide
TraceableObservableProduction-ready
Focus / 2026AI-native productsMulti-agent systemsEnterprise platformsConnected-device dataGTM infrastructure
System architecture
Intelligence is only one layer.
The real work is composing models, software, data, infrastructure, and human judgment into one coherent operating system.
Platform
Typed contracts, explicit orchestration, durable state, observability, security, and resilient integration.
Product
Clear operator experiences that turn complex infrastructure into useful decisions and repeatable action.
How I work
Strategy close to code.Architecture close to reality.
I work best where the problem is not just technical and not just strategic: shaping the product thesis, designing the system, and building enough of it to make the next decision real.
That means moving comfortably from model behavior and integration contracts to deployment, observability, operator experience, and commercial execution.
Make the system legible.
Architecture should be inspectable, explainable, and operable long after the first demo.
Keep intelligence accountable.
Agents need contracts, boundaries, evaluation, and a clear path back to human judgment.
Build toward production.
Move fast in prototypes without creating a technical dead end for the real product.
Experience signal
Built across eras. Focused on what is next.
A career spanning enterprise platforms, cloud transitions, connected systems, and the current shift toward AI-native software.
24+Years in software engineering
20+Years integrating APIs and systems
12+Years building microservices
3+Years designing LLM systems
AI-integrated enterprise systems
Designing Medicare plan digitalization, document generation, RAG, and AI-assisted decision workflows with Java, Spring Boot, Kafka, Vertex AI, and OpenAI.
Real-time platforms and critical APIs
Led microservice architecture for store-delivery optimization, card management, payment processing, and secure enterprise integrations.
Connected operations at scale
Modernized dispatch and SaaS platforms through event-driven systems, geolocation, device telemetry, containers, AWS, and GCP.
The platform foundation
Built enterprise software, B2B marketplaces, and carrier-grade service platforms, including two co-invented telecom product breakthroughs.
Connected ecosystem
Independent perspective. Shared execution.
My work lives inside a broader ecosystem of product engineering, AI infrastructure, connected devices, and commercial systems.
Open a channel
Bring me the difficult part.
Architecture, AI product strategy, platform modernization, or a system that needs to move from promising to production.
moganyan@moganyan.com