Aerondight Systems
- ~900 stocks (S&P 500 + S&P 400), indices & macro data
- Python + SQLite + Quant Modeling
- Claude API + GPT API
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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.
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Latest Research
Silver Alpha v2: Expanded 2020–2025 Out-of-Sample Validation
5/4/2026Out-of-Sample Backtest: Silver Alpha Performance
2/1/2026AI-Powered Equity Research Reports
12/31/2025Work Experience
Aerondight Systems
Founder & Quantitative ResearcherBuilt 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.