I build secure and reliable

I build secure and reliable AI systems for teams moving beyond prototypes I’m a Lead AI/ML Engineer focused on building production-ready AI systems—not just chatbot demos.

- I help startups and product teams with: - LLM evaluation and regression testing - Prompt-injection and AI security assessments - Multi-agent workflows with LangGraph and LangChain - Voice and conversational AI systems - PII detection and synthetic-data pipelines - MLOps, MLflow, Docker, AWS, and Azure deployment

If your team has an AI prototype that needs better reliability, privacy, evaluation, or production infrastructure, I’d be happy to discuss the problem and suggest a practical path forward.

Available for fixed-scope projects and ongoing technical engagements.