Building agentic systems in production.

LangGraph · React · Java · Spring Boot · PostgreSQL · AgentCore · Strands · ML-Flow

• Built the firm's first production AI agent, cutting workflow time by 40% on the first business use case.
• Designed and shipped the agent orchestration platform — graph-based workflows, compliance, governance.
• Shipped sub-agents, auditable multi-instance executions, and an LLM-as-judge system with 99% accuracy.
• Took a Strands-based agent from zero to production in under 4 weeks on-site in Australia.
• Operate agent infra on EC2/Kubernetes; lead root-cause analysis on production issues.
• Built custom MCP connectors (Confluence, GitHub, AWS Console, K9s) for daily AI-assisted dev work.
• Mentor junior engineers through code review and structured training.

React · Express · Node.js · GraphQL · Java · Spring Boot · PostgreSQL

• Built and maintained the NAB Goodies app — 10+ major releases, 3M+ users.
• Improved UI performance by 50% through bundle optimization; NPS above 30.
• Built mocking systems that cut feature dev cycle time by 20% for the team.
• Developed 2 microservices handling PII tokenisation at 90 TPS.
• Implemented Spring batch reconciliation over 15M+ transactions weekly.
• Designed a database migration script for 100K+ records across a 3M+ row table.
• Demoed the project directly to C-suite executives and the board.