Bayzhan Mukatay
PhD student @ ISyE, Georgia Tech
San Francisco Bay AreaGeorgia Tech H. Milton Stewart School of ISyE
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About
I build decision-making systems using optimization, simulation, and reinforcement learning. Lately, I’ve been working on improving the U.S. organ allocation system through large-scale simulation and optimization. I’ve also built matching tools for ride-sharing and living donor systems, as well as an optimization tool that generates exam schedules for 4,000+ students.
Experience
Aug 2026
Apr 2026
YC W26 founding team. building Doomersion’s learning feed with optimization, probabilistic modeling, and ranking systems that turn short-form video into language practice
Jun 2025 to May 2026
enhancing the US organ allocation system through mathematical optimization and data science building an agent-based heart allocation simulation software Center for Surgical & Transplant Applied Research (C-STAR)
Oct 2025 to Feb 2026
YC S25 fleet-scale dispatch planning + optimization using large-scale optimization, decomposition methods, and heuristics
Oct 2023 to May 2025
Designed a semester-long program named DecisionLab, centered on building creative projects using Optimization, Simulation, AI, and Stochastic Modeling (Spring '24 cohort: 30 students - 5 projects, Spring ‘25 cohort: 40 students - 8 projects) President (2023-24), Internal VP (2024-25)
May 2023 to May 2024
Implemented state-of-the-art dynamic matching algorithms for kidney exchange and ride-sharing; researched new ways to make these systems more efficient
Jan 2023 to May 2023
Designed and implemented a two-phase mixed-integer linear program algorithm that automated exam scheduling for 4,480 students, cutting planning time by 95% and conflicts by 90% while satisfying all university and staff constraints and student preferences
Jan 2023 to May 2023
Hands-on mentorship program for startup founders
Aug 2020 to Aug 2021
Organized a two-week AI-focused Hackathon in Kazakhstan (2021) for 50+ participants; Co-organized international hackathons in France (2021), Brunei (2020), and Ada Lovelace (2020), and the AI Accelerator 2021
Jun 2017 to Jul 2021
500+ hours teaching physics and math; mentored medalists in regional, national, and international physics Olympiads. designed and organized a two-week AI course for beginners (ages 13-32), successfully running four cohorts of 15 participants.
Jul 2019 to Aug 2019
Education
Bachelor of Science - BS, Operations Research
Jan 2021 to Jan 2025
Doctor of Philosophy, Operations Research / Machine Learning
Aug 2026
High School Diploma
Jan 2016 to Jan 2020
Doctor of Philosophy, Operations Research / Machine Learning
Aug 2026 to May 2030