I've been building AI models for over 20 years, with a focus on deploying them in data-intensive environments. From early machine learning pipelines to today’s LLMs, my work bridges the gap between cutting-edge research and real-world constraints. I currently lead product and AI development at a startup building tools for next-generation data teams.