Student · Builder · Researcher
I'm a student and builder interested in how finance, AI, and systems come together in practice, from research and ideas to tools, workflows, and real systems.
Finance
Markets, investing, and how capital actually gets allocated.
AI
Agents, tools, and systems that change how work gets done.
Research
Turning messy information into clear ideas, theses, and outputs.
Systems
Building workflows and structures that make ideas actually execute.
Work
A personal AI system for research, publishing, and workflow execution.
A product exploring intelligent recommendations and signal-driven interfaces.
A geospatial monitoring system with a map-first analyst interface.
Live
Chuckie is a multi-agent system I built for research, execution, and decision support. It runs a persistent task layer, a shared tool interface, and a set of specialized agents for research, planning, and financial context.
Current focus
Nightloop
Active jobs
0 running
Jobs this week
0
Writing
As private credit grows past $2T in AUM, a new layer of infrastructure is being built to handle the data, diligence, and monitoring demands that traditional tools weren't designed for.
Markets move through distinct regimes, but they don't announce transitions. HMMs offer a probabilistic framework for identifying where we are — and where we might be going.
The research-to-insight pipeline has always been the bottleneck. AI agents are beginning to change that — not by replacing judgment, but by eliminating the cost of systematic work.