Welcome to My (Underwhelming) Webpage

Hi, my name is Marco! I graduated from the University of Maryland with a Ph.D. in Applied Mathematics. I was advised by Dr. Furong Huang.

Recent News

April 2026 AI Cap and Trade accepted at ICML 2026 & Auction Regulation accepted at ACM FAccT 2026
January 2026 Released my proposal for AI Cap-and-Trade
August 2025 Began teaching at Goucher Prison Education Partnership (GPEP), a division of Goucher College
March 2025 Defended my Ph.D. Thesis: Artificial Intelligence on the Edge: From Learning to Deployment

Select Publications

2026 AI Cap-and-Trade: Efficiency Incentives for Accessibility and Sustainability
2025 Auction-Based Regulation for Artificial Intelligence
2024 FACT or Fiction: Can Truthful Mechanisms Eliminate Federated Free Riding?
2023 SWIFT: Rapid Decentralized Federated Learning via Wait-Free Model Communication

Work Experience

2025 - Present Professor
Goucher Prison Education Partnership
2022 - Present Applied ML Scientist
APQX
2025 - Present Perry Hall High School Varsity Tennis Coach
Go Gators!
2020 - 2025 Graduate Research Assistant
University of Maryland, Huang Research Lab
2022 - 2023 Doctoral Internship
Pacific Northwest National Lab

Education

2019 - 2025 Ph.D. in Applied Mathematics
University of Maryland
2019 - 2021 M.S. in Applied Mathematics
University of Maryland
2015 - 2019 B.A. in Computational & Applied Mathematics
Rice University
2015 - 2019 B.A. in Mechanical Engineering
Rice University