I’m Kevin Nguyen, an AI/Automation Engineer who builds and runs production agentic systems end to end—multi-agent orchestration, LLM integrations with fail-closed guardrails, RAG, and production ML pipelines. I focus on correctness in money-critical, real-world environments: leakage-aware validation, risk checks, and deterministic veto gates when something doesn’t pass. I also ship revenue-generating products, including a live AI-enabled subscription app that takes Stripe payments, as well as a long-running autonomous algorithmic trading system operating without human input. My background in accounting and finance (AP/AR, reconciliations, ERP) keeps me grounded in the kind of math and operational reliability that production systems demand.…I’m Kevin Nguyen, an AI/Automation Engineer who builds and runs production agentic systems end to end—multi-agent orchestration, LLM integrations with fail-closed guardrails, RAG, and production ML pipelines. I focus on correctness in money-critical, real-world environments: leakage-aware validation, risk checks, and deterministic veto gates when something doesn’t pass. I also ship revenue-generating products, including a live AI-enabled subscription app that takes Stripe payments, as well as a long-running autonomous algorithmic trading system operating without human input. My background in accounting and finance (AP/AR, reconciliations, ERP) keeps me grounded in the kind of math and operational reliability that production systems demand.WWWW…