Demonstrated experience designing, building, and supporting large-scale production machine learning systems. 8+ years of hands-on experience in Data Science, including a strong foundation in NLP and recent focus on Generative AI initiatives. Advanced proficiency in Python for data science, machine learning, and AI application development. Strong expertise in Large Language Models (LLMs), Generative AI solutions, and RAG architectures, including deployment and performance evaluation. Experience managing the full product deployment lifecycle, including new feature development, release activities, and ongoing maintenance. Proven ability to collaborate closely with Machine Learning Engineers throughout model development and production deployment processes.