Aerondight Systems Aerondight Systems

Aerondight Systems

  • ~900 stocks (S&P 500 + S&P 400), indices & macro data
  • Python + SQLite + Quant Modeling
  • Claude API + GPT API

About

My name is Ted. I build systematic equity research tools.

Aerondight Systems is my quantitative platform that scores ~900 US stocks daily using multi-factor models, machine learning regime classification, AI-generated sentiment models, and AI-generated research reports. The system runs two parallel scoring models across different time horizons, each informed by a market regime classifier that adapts to current conditions.

This site is where I publish methodology, backtest results, and sample research — building a public track record one signal at a time.

Work Experience

2024 - present

Aerondight Systems

Founder & Quantitative Researcher

Built a systematic equity research platform from scratch: multi-factor scoring engine, HMM regime classifier, AI-powered research reports. Scoring ~900 US stocks daily across swing trade and long-term horizons.