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Essays and technical notes

Notes on applied AI, software delivery, and the engineering judgement behind both.

Trading Systems

4 July 2026

Building 100k: a year of iterating on an automated trading system

How a weekend script turned into a market-scanning, signal-generating, order-placing system — and what a year of building it taught me about trading, backtesting, and trusting my own code.

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