I am a data-driven professional with a PhD in Machine Learning and nearly a decade of experience in data analysis, data engineering, and machine learning across various industries, including telecommunications, entertainment, and software. I have a proven track record of delivering machine learning-based features in both independent contributor and managerial positions. My communication skills allow me to effectively translate complex technical concepts to non-technical audiences. I am passionate about using data to drive business decisions and improve the user experience.
My skills and experience cover a wide range of data science activities, from modeling and deploying machine learning-based features using shallow and deep learning methods, to engineering API data aggregation and ETL pipelines. Specifically, I have an interest in recommender systems, knowledge graphs, complex networks, natural language processing, and computational social sciences. Currently, I am working with clickstream data from an enterprise SaaS application, and I have experience working with data from media and entertainment applications, social media APIs, electronic healthcare records, call data records, geospatial data, and various forms of text corpora.