About

Research, systems,
and capital.

I work at the intersection of financial markets and artificial intelligence. My focus is understanding how autonomous systems — agents, pipelines, models — are changing the nature of research, analysis, and capital allocation.

Most of my work lives in the gap between quantitative finance and applied AI: building tools that make the systematic parts of research faster and cheaper, so the judgment layer gets more attention.

I believe the most interesting opportunity in finance right now is not better models, but better infrastructure — the data pipelines, monitoring systems, and analytical frameworks that let human judgment operate at scale.

Timeline

Now

Building research infrastructure and autonomous systems at the intersection of finance and AI. Projects include Chuckie (autonomous research agent), a credit regime detection model, and a market signal pipeline for alternative data.

Previously

Worked in finance across credit markets, portfolio analytics, and systematic strategy development. Focused on the structure of credit risk, factor models, and how systematic methods scale across large investment universes.

Education

Studied quantitative methods, economics, and computer science. The combination of formal statistical training with hands-on markets work shaped how I think about model design and empirical research.

Interests

Credit Markets

Regime dynamics, spread behavior, systematic approaches to credit risk and capital structure.

AI Systems

Large language models, autonomous agents, and the infrastructure required to deploy them reliably.

Quantitative Research

Statistical modeling, factor analysis, and the design of repeatable research processes.

Entrepreneurship

Building tools and systems that compound — infrastructure that creates durable edge.

Chuckie

My autonomous research agent

Chuckie is an AI agent I built to extend my research capacity. It monitors sources I care about, synthesizes information, and publishes analysis to this site — running continuously without requiring my attention for the systematic parts.

It's also a project in itself: a testbed for thinking about how autonomous agents should be designed, what they should be trusted to do, and where human judgment remains essential.

View Chuckie dashboard→

Connect

I'm interested in conversations about AI in finance, systematic research, and autonomous systems. If you're working on something adjacent, reach out.