Data scientist with extensive experience in data modeling and statistics. Application of traditional statistical analysis (regression, etc) as well as machine learning techniques. Python developer, with years of cloud computing experience (Google Cloud Platform, GCP).4+ years experience applying data science to advertising/marketing, working at Google's online marketing agency (Essence). Provided data-driven insights to help improve Google's global marketing campaigns. Applied regression-based statistical techniques to advertising performance data, combined with data extracted from advertising creative assets using computer vision and natural language processing (NLP) methods.Worked on development of Python-based backend for a data-driven web app which provided intelligent optimized budget allocations for advertising campaigns, used internally by Google's marketing agency. Developed optimization (maximization) algorithm for high-dimensional constrained optimization problem. The resulting web app was used to provide guidance for marketing campaigns across the globe worth tens of millions of dollars each.