Job market paper
Generative Inventions and Search Incursions


How do firms use technological breakthroughs to move beyond their own inventive experience and toward areas of strength for other firms?
Read summaryStrategy · Organization theory · Statistics
Ph.D. in Management, Cornell University, August 2026
Ph.D. candidate in Statistics, expected December 2026
I study how firms compete through innovation search, and how technological breakthroughs change the possibilities for invention.
My research examines how firms move into new areas of invention and shape the opportunities available to other firms. I also study coordination and common knowledge in collectives of AI agents.
My statistics research develops methods in explainable AI, causal machine learning, and natural language processing, with applications in finance and law.
Strategy, innovation search, organizations, and AI coordination.
Job market paper


How do firms use technological breakthroughs to move beyond their own inventive experience and toward areas of strength for other firms?
Read summaryWorking paper

How does the first firm to build on a breakthrough shape the inventive paths and opportunities available to firms that follow?
Read summaryWorking paper

When can independently acting AI agents coordinate their choices, and how do their information and expectations affect collective outcomes?
Read summaryStatistical methods, explainable AI, finance, and constitutional text.
Accepted at ICON

A method for estimating how constitutional language combines contributions associated with earlier texts and vocabulary absent from those references.
Read summaryWorking paper

Explainable AI identifies which trades influence a model's price forecast and how that influence depends on trading context.
Read summaryRevise and resubmit

Selecting reference constitutions by balancing originality with coverage of language in subsequent constitutions.
Read summaryCornell University
Advisor: Martin T. Wells
Cornell University, S.C. Johnson College of Business
Advisor: Gautam Ahuja
University of Colorado Denver
University of Colorado Denver
Visvesvaraya Technological University
With Distinction
Summer Associate, Wealth Management Analytics, Data and Innovation
Strategy Unit
Associate Software Engineer, following B.E.
Undergraduate Researcher, Experimental Aerodynamics Division
Teaching
Teaching assistant experience across 15 MBA, graduate, and undergraduate courses.