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Researcher

NSF REU

Designed study of new variant of multi-agent multi-armed bandit evaluated using metrics of fairness. Proved regret bounds of Nash social welfare of the algorithms developed. Engineered simulation code to empirically test the distributed algorithms developed. Worked in the SOLAR group run by Professor Mohammad Hajiesmaili.

• Algorithms
• Decentralized learning

CEET Summer Researcher

NSF REU

Proved theoretical bounds on an uncertainty quantified, learning augmented, online algorithm for a novel online conversion problem. Simulated performance in a carbon forecasting dataset to measure empirical gains. Worked in the SOLAR group run by Professor Mohammad Hajiesmaili.

• Algorithms
• Optimization
• Sustainability

Undergraduate Researcher

Caltech

Proposed and executed an independent project on the equity of cascading power failures in the California energy grid under Professor Adam Wierman..

• Networks
• Energy
• Equity

Undergraduate Researcher

Caltech

Collaborated with Professor R. Michael Alvarez to design and carry out a project on identifying climate change misinformation in multi-modal video content using machine learning in the Alvarez Political Science group.

• Machine Learning
• Climate Change
• Sustainability

Ph.D.

George Mason University

Computer Science

M.S.

George Mason University

Computer Science

B.S.

California Institute of Technology

Computer Science