At HELIA, I own prompt architecture for a production multi-agent LLM system using Claude through AWS Bedrock, cutting delivery cycle time by 70%. I build specialised review, architecture, and planning agents with guardrails that support secure, maintainable engineering workflows.
Previously at Cloudnuro.ai, I built Python ML recommendation systems that reduced cloud costs by 60% on average, alongside Golang microservices and PostgreSQL data platforms. I also built compliant .NET/C# ingestion services for sensitive payroll data and shipped RUBI, a personal AI assistant using OpenAI API, RAG, React, and Next.js.
