Engineering
Architecture is a way of making complexity legible.
I work across agentic systems, LLM pipelines, backend services, commerce domains, and cloud delivery.
Agentic system design
Bounded agents, tool use, orchestration, evaluation, and human oversight.
LLM pipeline engineering
Context limits, chunking, intermediate representations, aggregation, retries, and validation.
Backend architecture
APIs, service boundaries, data models, workflow state, and production readiness.
Commerce architecture
Catalogs, seller offers, inventory, search, order lifecycle, and permissions.
Technical toolkit