Bot, Sweat and Tears

Algo Investing: The Human-In-The-Loop

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Bot, Sweat and Tears

From spreadsheets to strategy scripts — how I began building my own investing assistant

Saveen Kumar

Jun 24, 2025

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Accompanying blog:

Bot, Sweat and Tears

Saveen Kumar

·

May 23

My experiments with different investing strategies — and dabbling in the world of stock tip providers — taught me a lot. But one thing became clear: there’s no shortcut to good investing. The more I tried to optimize for time, the more my experience reminded me that quick wins are usually illusions.

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