Sotabase

Career

· Postdoctoral Research Scientist, Columbia University2025–
· Research Intern, Google2023–2023
· PhD Student in Computational and Mathematical Engineering, Stanford University2019–2025
· Volunteer, Barefoot College2015–2015
· BS in Civil and Environmental Engineering and BA in Applied Mathematics, University of California, Berkeley2015–2019
· Georgia Institute of Technology

Publications (33)

Machine learning powered software for accurate prediction of biogas production: A case study on industrial-scale Chinese production data
Journal of Cleaner Production · 2019
97
cited
Balancing fairness and efficiency in traffic routing via interpolated traffic assignment
Autonomous Agents and Multi-Agent Systems · 2021
25
cited
When Efficiency Meets Equity in Congestion Pricing and Revenue Refunding Schemes
IEEE Transactions on Control of Network Systems · 2021
18
cited
Fisher Markets with Linear Constraints: Equilibrium Properties and Efficient Distributed Algorithms
Games Econ. Behav. · 2021
14
cited
Markets for Efficient Public Good Allocation with Social Distancing
Workshop on Internet and Network Economics · 2020
10
cited
Online Learning for Traffic Routing under Unknown Preferences
International Conference on Artificial Intelligence and Statistics · 2022
8
cited
Online Routing Over Parallel Networks: Deterministic Limits and Data-driven Enhancements
INFORMS journal on computing · 2023
8
cited
Stochastic Online Fisher Markets: Static Pricing Limits and Adaptive Enhancements
Operational Research · 2022
8
cited
Online Learning in Fisher Markets with Unknown Agent Preferences
arXiv.org · 2022
5
cited
Catch Me If You Can: Combatting Fraud in Artificial Currency Based Government Benefits Programs
arXiv.org · 2024
3
cited
Credit-Based Congestion Pricing: Equilibrium Properties and Optimal Scheme Design
IEEE Conference on Decision and Control · 2022
3
cited
Online Learning for Equilibrium Pricing in Markets under Incomplete Information
IEEE Conference on Decision and Control · 2023
3
cited
Testing alternative treatments for underused carpool lanes on narrow freeways
Transportation Research Part A: Policy and Practice · 2021
3
cited
To Spend or to Gain: Online Learning in Repeated Karma Auctions
Adaptive Agents and Multi-Agent Systems · 2024
3
cited
Markets for Efficient Public Good Allocation
arXiv.org · 2020
2
cited
Matching with Transfers under Distributional Constraints
Games Econ. Behav. · 2022
2
cited
Online Traffic Routing: Deterministic Limits and Data-driven Enhancements
arXiv.org · 2021
2
cited
When Simple is Near-Optimal in Security Games
arXiv.org · 2024
2
cited
Community-based Water Quality Improvement in a Rehabilitated Slum
2014
1
cited
Credit vs. Discount-Based Congestion Pricing: A Comparison Study
IEEE Conference on Decision and Control · 2024
1
cited
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