AI Researcher
Current Pre-doc Fellow at The University of Chicago Booth in Quantitative Marketing with Prof. Andreas Kraft. I'm applying to PhD programs in Computer Science or Marketing this cycle!
What guides my research
Information — bits, not atoms — is the fundamental building block of the universe.
No two intelligences are exactly alike, but they do often rhyme.
My work spans Neuromorphic Computing (improving language models by drawing inspiration from human cognition), AI Consciousness, and AI Interpretability. Most recently, I designed AMOR, a hybrid architecture inspired by Daniel Kahneman's Thinking, Fast and Slow — appending a few slow, deliberate attention layers gated by the model entropy to a fast, intuitive recurrent model (advised by Dr. Chen Shani – Stanford). More on my Google Scholar.
In past lives, I did my Master's in Data Science at The University of Chicago (GPA 4.0), triple-majored in Economics, Finance, and History at The Ohio State University (top 1% Honors), worked as a research assistant in Behavioral Science (Dr. Nick Epley – UChicago) and in History (Dr. Christopher A. Reed – OSU), served as a finance analyst at NASDAQ-listed CAAS Inc., and taught Statistics at Ohio State.
A novel hybrid architecture appending attention layers gated by the model entropy to a recurrent backbone.
ConsciousnessBench: The first benchmark to empirically evaluate consciousness-relevant traits in frontier AI models.
SCENE: A novel empirical evaluation framework for explainable AI techniques in NLP tasks.
The University of Chicago
December 2024
Thesis: "Demystifying the Black Box: An Empirical Evaluation of Explainable AI Techniques in NLP Tasks"
Advisor: Dr. Utku Pamuksuz
The Ohio State University
May 2022
Triple Major: Economics, Finance, and History
Recognition: Top 1% of students (highest honor)
The University of Chicago Booth • Dr. Andreas Kraft
June 2025 – Present
Researching consumer demand and firm competition, with applications to fuel markets.
The University of Chicago Booth • Dr. Nicholas Epley
September 2024 – June 2025
Conducted behavioral science research exploring human decision-making and social cognition.
The University of Chicago Booth • Mindworks Lab
April 2024 – June 2025
Specialized in behavioral science research methodologies and data analysis.
The Ohio State University • Dr. Christopher A. Reed
April 2024 – May 2025
Applied modern NLP techniques and the SCENE method to traditional history research.
China Automotive Systems, Inc.
May 2021 – May 2023
Conducted financial analysis and modeling for automotive industry applications.
The Ohio State University
February 2021 – May 2022
Taught two weekly recitations for 65 students each, spanning 4 semesters. Developed customized review notes for 900+ enrolled students per term.
Interested in collaboration or have questions about my research?
Interested in my life outside of academia?
More About Me