I'm a Full-Stack AI Engineer with 2.5 years building production voice AI and RAG systems for clients across Malaysia, UAE, and Saudi Arabia think multilingual voice agents, semantic candidate matching, and document-extraction pipelines that actually hold up at scale. If you're building a RAG system or voice agent and something feels off retrieval quality, latency, hallucination, agent handoffs, prompt architecture book a call. I'll go through your setup, point out what's likely to break in production, and give you a concrete plan to fix it. Background: BS Computer Science, Kaggle Notebooks Master (Top 150 globally), LinkedIn Top Voice in AI. I write about this stuff on my Substack, The AI Engineer's Notes.