Newsletter

I write about what I'm actually building.

System design decisions, strategy research, and hard-won lessons from production algo trading.

No theory padded to fill a word count. No "top 10 indicators" listicles. Just the practitioner's view, written for people who are serious about building systems that work.

What to expect

• How I think about data pipeline architecture for live trading
• Backtesting methodology — what most frameworks get wrong
• Strategy research across Indian, US, and crypto markets
• Lessons from running real capital through a system I built myself

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