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The information, research, analysis, frameworks, models, and opinions provided by Pragma Quant are for educational and informational purposes only. They do not constitute, and should not be construed as, personalized investment advice, financial advice, or any form of regulated advisory services.

Pragma Quant does not provide recommendations to buy, sell, or hold any specific securities, financial instruments, or investment products. All information provided is general in nature and not tailored to any individual's specific financial situation, objectives, or risk tolerance.

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Pragma Quant provides independent quantitative research and portfolio strategy services. While we maintain transparency in our operations and adhere to best practices, we are not registered with SEBI as an Investment Adviser, Research Analyst, or any other regulated entity under the Securities and Exchange Board of India.

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Backtested performance necessarily involves the benefit of hindsight and may not account for all factors that would have affected actual performance, such as transaction costs, taxes, or market impact. Actual results may differ materially from any historical performance data presented.

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