About
AI Agent, MCP & Backend Engineering.
I focus on MCP, AI Agent, Agent Runtime and LLM infrastructure, backed by Python/Rust backend engineering, data systems and commercial analysis for production-oriented AI delivery.
MCPAI AgentAgent RuntimeLLM InfrastructurePythonRustDDDTDD
ENGINEERING POSITION
Production-oriented AI systems with explicit engineering boundaries.
Experience includes enterprise engineering environments at
Vitasoy and AAM, alongside
independent work on Agent / MCP systems, LLM protocol
infrastructure, web AI delivery and data products. Engineering
practice emphasizes explicit boundaries, testability, protocol
correctness, observability and production behavior.
Primary
AI AgentMCPAgent RuntimeTool CallingLLM Infrastructure
Engineering
PythonRustDDDTDDAPI DesignPerformance EngineeringObservability
Business foundation
Data EngineeringCommercial AnalyticsAudit AnalyticsDecision Support