○ DISCLAIMER

Last updated: September 2026

No Investment Advice

QuantApproach provides research, engineering, and technical consulting services related to algorithmic trading systems. Nothing on this website, and nothing provided as part of an engagement, constitutes investment, financial, tax, or trading advice. No content on this site should be interpreted as a recommendation to buy, sell, or hold any financial instrument.

No Performance Guarantees

Trading and investing involve substantial risk, including the risk of loss of capital. Backtested or simulated results are hypothetical and do not represent actual trading; they are subject to limitations such as look-ahead bias, overfitting, and market conditions that may not recur. Past performance, whether real or simulated, is not indicative of future results. QuantApproach does not guarantee the profitability, accuracy, or future performance of any strategy, model, or system it designs, tests, reviews, or helps implement.

Non-Discretionary Services

QuantApproach does not manage client capital, hold client funds, or execute trades on a client’s behalf. All trading decisions, capital allocation, broker selection, and execution remain the sole responsibility of the client at all times.

Independent Verification

Clients are responsible for independently verifying the suitability, legality, tax treatment, and risk profile of any trading system or strategy before deploying it with real capital, and for ensuring compliance with the rules of their broker, exchange, and jurisdiction.

Not a Substitute for Professional Advice

Nothing on this site is a substitute for independent legal, tax, financial, or regulatory advice from a licensed professional. If you are uncertain whether algorithmic trading is appropriate for your circumstances, consult a qualified financial adviser before proceeding.

Training and Educational Content

Any training or mentoring sessions provided by QuantApproach are intended to build technical skills and understanding. They are educational in nature and do not constitute personalized investment advice or a recommendation for any individual’s trading activity.

Questions about this disclaimer can be directed to us via the Contact page.