With over a decade of leadership at global networks like FCB, DDB, Iris, BBDO, and McCann, I am a Creative Director who bridges the gap between high-level brand strategy and technical AI maturation. My expertise is rooted in the philosophy of being "Trained by Culture, Calibrated by AI," ensuring that both multinational campaigns and Large Language Models resonate with authentic Indonesian intent. Whether I am leading a viral 360-degree campaign or assessing translation data for Apple, my focus remains on ensuring that complex meaning survives the journey from data to human connection. Technically, I specialize in the "human-in-the-loop" layer of AI development, serving as a Bahasa Indonesia Language Expert and AI Image Trainer. I bring hands-on proficiency in ASR workflows, Inverse Text Normalization (ITN), and chatbot evaluation for models like Gemini, transforming raw data into culturally nuanced communication. I leverage professional annotation tools and generative software to accelerate creative production without losing the critical human insight that drives audience engagement. As a strategic partner, I lead with a balance of big-picture vision and hands-on craft, providing US-based clients with clear, actionable feedback and seamless cross-functional collaboration. Despite being based in Indonesia, I am fully available to align with US time zones, ensuring real-time communication and a smooth workflow for large-scale, international data initiatives. My goal is to help your ideas land and grow by navigating the intersection of linguistic precision and innovative multimedia storytelling.