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Alexey Miroshnikov

Alexey Miroshnikov, Ph.D.


Senior Principal Research Scientist | Data Science Research Group & Responsible AI



Professional Overview


Alexey Miroshnikov is a seasoned research scientist and data science expert with a strong track record of driving innovative solutions in the financial services industry. As the Senior Principal Research Scientist within the Data Science Research Group and Responsible AI team at Discover Financial Services, he leverages his extensive expertise in machine learning, responsible AI, and data-driven decision-making to advance the company's strategic initiatives.

Experience Summary



Current Role


In his current role, Alexey is responsible for leading research and development projects that focus on developing cutting-edge AI and machine learning models to enhance the customer experience, improve operational efficiency, and promote ethical and responsible use of data-driven technologies. He collaborates cross-functionally with stakeholders across the organization to identify and address complex business challenges through the application of advanced analytics and innovative problem-solving approaches.

Career Progression


Prior to his current role, Alexey held positions as an ML Researcher at Discover Financial Services, where he contributed to the development of responsible AI frameworks and machine learning models to address various business needs. He has also held academic appointments, serving as an Assistant Adjunct Professor at UCLA, a Visiting Assistant Professor at the University of Massachusetts Amherst, and a Postdoctoral Research Associate at the University of Massachusetts Amherst. Alexey's early career includes roles as a Michael Brin Fellow at the University of Maryland College Park, a Marie Skłodowska-Curie Early Stage Researcher at the Foundation for Research and Technology - Hellas (FORTH), and a Teaching and Research Assistant at Virginia Tech.

Academic Background


Alexey holds a Ph.D. in Mathematics from the University of Maryland College Park, where he specialized in applied mathematics and computational science. His academic achievements include receiving the Michael Brin Fellowship and contributing to several high-impact publications in peer-reviewed journals.

Areas of Expertise


  • Machine learning and deep learning

  • Responsible AI and ethical data science

  • Financial data analysis and modeling

  • Optimization and decision-making under uncertainty

  • Interdisciplinary research and collaboration


Professional Impact


Throughout his career, Alexey has made significant contributions to the field of data science and responsible AI. He has led the development of novel machine learning models and frameworks that have been successfully implemented to address complex business challenges, improve customer experiences, and promote ethical and transparent decision-making processes. Alexey's work has been recognized through numerous industry awards and publications, cementing his reputation as a thought leader in the data science and AI research community.

Conclusion


Alexey Miroshnikov is a highly accomplished research scientist with a proven track record of driving innovation and delivering measurable business impact. His deep expertise in data science, machine learning, and responsible AI, combined with his strong interdisciplinary research background, positions him as a valuable asset in driving Discover Financial Services' strategic initiatives and advancing the field of data-driven decision-making.