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I am an applied scientist specializing in matching algorithms, marketplace optimization, behavioral modeling, and optimization under uncertainty. My work combines algorithm design, statistical modeling, and simulation to improve decision-making in large-scale allocation systems.
I hold a Ph.D. in Economics from Boston College and recently completed a postdoctoral position at the FairPlay joint team (Criteo, Inria, ENSAE, and École Polytechnique), where I developed algorithms and behavioral models for large-scale matching and resource allocation problems.
My recent research combines novel matching algorithms, structural discrete-choice models, and counterfactual simulation to evaluate alternative allocation policies for a nationwide matching platform serving hundreds of thousands of participants. This work has contributed both to academic research and to policy recommendations for public stakeholders.
More broadly, I am interested in designing algorithms for marketplace optimization, resource allocation, and real-time decision systems.
You can find my C.V. here!
Contact Information:
E-mail: denisdsokolov@gmail.com
LinkedIn: denisdsokolov