Eli Samson
Building decision systems at the intersection of investments and technology.
I evaluate companies across markets, develop structured conviction through rigorous analysis, and design systems that accelerate decision-making — combining financial modeling, data-driven screening, and process automation to turn insight into action.
Selected Work
Systems I've designed and built.
Featured Project
Stock Screening & Analytics Platform
Ranks 5,500+ stocks daily using a composite scoring model with real-time portfolio strategy simulation.
- ·Processes the full stock universe nightly through an automated data pipeline
- ·Sub-500ms query times across a three-factor z-score model
- ·Runs four portfolio strategies with out-of-sample performance tracking
How I Work
First Principles
Every decision starts with understanding the underlying system. I break down business models, data flows, and unit economics before reaching for a tool.
Automation First
If I do something more than twice, I automate it. From data pipelines to reporting workflows, I look for leverage in repetition.
Clear Communication
The best analysis is useless if nobody acts on it. I write clearly, build intuitive interfaces, and present findings in plain language.