Arhan Canli

I build Canli Capital: free, open-source tools that check whether a backtest is real (deflated Sharpe, overfitting and data-snooping tests), plus SEC fundamentals for AI agents over MCP.

Dubai Joined on Sep 27, 2026 https://canlicapital.com

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Founder, Canli Capital

Arhan Canli

Oct 7

My agent kept dropping numbers when it copied data into a tool call. A file path fixed it.

#mcp #ai #agents #llm

3 min read

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Arhan Canli

Oct 7

Your backtest beat a t-test. Would it beat a placebo?

#algotrading #python #datascience #statistics

4 min read

Arhan Canli

Oct 3

I simulated 160,000 backtest searches to see which overfitting corrections keep their promise

#statistics #datascience #quant #testing

4 min read

Arhan Canli

Sep 27

The split that ran backwards

#python #testing #finance #datascience

4 min read

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Arhan Canli

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My agent kept dropping numbers when it copied data into a tool call. A file path fixed it.

Want to connect with Arhan Canli?

Your backtest beat a t-test. Would it beat a placebo?

I simulated 160,000 backtest searches to see which overfitting corrections keep their promise

The split that ran backwards