Chief AI Staff Engineer with 15 years of experience building and scaling enterprise AI systems—from classical ML to modern Generative AI. At Samsung, I lead initiatives around multimodal LLM platforms, RAG pipelines, and autonomous agentic systems that power data intelligence across global product ecosystems.
My work spans solution architecture, LLM/SLM fine-tuning (QLoRA, DPO, RLHF), large-scale data pipelines, and GPU/HPC-driven optimization for production-grade AI. I enjoy operating at the intersection of research and real-world impact—turning complex ideas into reliable platforms that teams can build on.
I care deeply about thoughtful engineering, clear design, and growing people. Alongside hands-on leadership of cross-functional teams, I actively contribute to the AI community through IEEE publications and US patents in Knowledge Graph, NLP and Big Data systems. My focus is on building future-ready AI foundations that help organizations reason better, move faster, and make smarter decisions.
