5+ years in architecture leadership.14+ years in total technology experience.Experience in AI agents.Experience in Natural Language Interfaces.Experience in interpreters/refactoring for AI-driven workflows.Experience in Java.Experience in Spring Boot.Experience in TypeScript/JavaScript frameworks.Experience in A2A protocols.Experience in MCP agent building patterns.Experience in building, tuning, or refactoring interpreters within AI/ML pipelines or runtime environments.Experience in prototyping AI agents using Python frameworks with LangChain.Experience in building RAG-based agents.Experience in LLM platforms.Experience in GitHub-based pipelines.Experience in migrating build pipelines from Concourse/Jenkins to GitHub Actions.Experience in GitHub Spaces for collaboration.Experience in microservices.Experience in REST/GraphQL.Experience in data platforms.Experience in data modeling (SQL/NoSQL).Experience in data pipelines.Experience in AWS (EKS, API Gateway, Lambda, RDS/Aurora, S3, EFS, WAF, Route 53, VPC).Experience in Terraform.Experience in Kubernetes with Helm.Experience in DevSecOps practices.