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Matias Zarembka
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05 · Quantitative research

Systematic research

Two systems that turn ideas into testable, repeatable processes: one for equity swing trading, one for sports probability modeling. Results are reported carefully and never presented as a proven edge.
Research system2026

Quantis

Systematic equity / swing-trading research

A Python trading-research system that turned swing-trading ideas into a repeatable pipeline: a math-only screen over ~900 stocks, an AI research step on the shortlist, and a hard-coded risk gate the AI could not override. I validated it in a controlled backtest across four market regimes, then ran it live on a small real-money account alongside a separate paper portfolio.

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Research platform (paper trading only)2026

QuantisSport

Quantitative sports research · event-contract modeling

A multi-sport research platform that estimates calibrated win probabilities, compares them with event-contract market prices, and records simulated trades. Everything is measured out of sample: models are chosen on validation data and scored on a held-out test season. It makes no claim of a proven edge.

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