Alexey Miroshnikov, Ph.D.
Senior Principal Research Scientist | Data Science Research Group & Responsible AI
Professional Overview
Alexey Miroshnikov is a distinguished Senior Principal Research Scientist in the Data Science Research Group and Responsible AI at Discover Financial Services. With over 15 years of experience in the field of machine learning and artificial intelligence, he is a recognized expert in developing innovative solutions that drive business impact and promote ethical AI practices.
Experience Summary
Current Role
As a Senior Principal Research Scientist at Discover, Alexey leads cutting-edge research initiatives focused on advancing data science capabilities and responsible AI deployment. In this role, he oversees the development of sophisticated machine learning models, works to enhance the company's AI governance frameworks, and collaborates with cross-functional teams to ensure the ethical and transparent use of AI technologies.
Career Progression
Prior to his current position, Alexey served as an ML Researcher within Discover's Data Science Research Group, where he made significant contributions to the company's AI-powered decision-making processes. Before joining Discover, he held academic roles as an Assistant Adjunct Professor at UCLA, a Postdoctoral Research Associate and Visiting Assistant Professor at the University of Massachusetts Amherst, and a Michael Brin Fellow at the University of Maryland College Park. Additionally, he gained valuable industry experience as a Marie Skłodowska-Curie Early Stage Researcher at the Foundation for Research and Technology - Hellas (FORTH) and as an intern at Argonne National Laboratory.
Academic Background
Alexey holds a Ph.D. in Computer Science from Virginia Tech, where he specialized in machine learning and artificial intelligence. His academic achievements include numerous publications in prestigious journals and conference proceedings, as well as recognition as a Marie Skłodowska-Curie Fellow and a Michael Brin Fellow.
Areas of Expertise
- Advanced machine learning and deep learning techniques
- Responsible AI development and deployment
- Predictive modeling and decision-support systems
- Natural language processing and computer vision
- Ethical and transparent AI governance frameworks
- Cross-functional collaboration and project management
Professional Impact
Throughout his career, Alexey has made significant contributions to the field of artificial intelligence, with a focus on developing cutting-edge solutions that deliver tangible business value while upholding principles of ethical and responsible AI. His research and initiatives have had a notable impact on the financial services industry, and he is recognized as a thought leader in the areas of data science and responsible AI.
Conclusion
With his exceptional technical expertise, industry knowledge, and unwavering commitment to ethical AI practices, Alexey Miroshnikov continues to drive innovation and impact within the Data Science Research Group and Responsible AI team at Discover Financial Services. His proven track record of success and dedication to advancing the field of artificial intelligence position him as a valuable asset to the organization and a respected leader in the industry.
