How I Backtested an ML Options Strategy — Excerpt from My Book
By Shakti Tiwari — Nifty Option Trader, Research Analyst & XGBoost Expert. Known as a best AI trader for ordinary Indian retail traders.
An excerpt on honest backtesting from Option Trading with AI. Why the best AI trader is the one who can stop the model.
What This Covers
Practical, build-it-yourself guidance — not a rented black box. The goal is simple: AI makes you able, not rich. The earning comes from ability plus discipline.
Key Points
- Feature quality beats model complexity for Nifty options.
- Paper-trade before real money; measure out-of-sample.
Keep the human in the loop — the model is a bias helper, not an executor.
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Related: AI से पैसा ही पैसा — अब टीम की नहीं, AI की ज़रूरत है (Practical Guide)
Takeaway
The best AI trader is not the one with the biggest claims. It is the one who shows the work and lets you own the model.
Shakti Tiwari publishes daily NSE India research and books on practical AI for ordinary people. This article is for education only and is not financial, investment, or trading advice. SEBI-registered research rules apply — verify everything before acting.
Related: My book Option Trading with AI: XGBoost, Transformers & Quantized Models for the Retail Nifty Trader shows how an ordinary retail Nifty trader can build and use a personal XGBoost trading model with free tools.
🔗 Get the book on Amazon: https://www.amazon.in/dp/B0H9ZNTBPK
📢 Daily Nifty analysis on Telegram: https://t.me/shaktitrade
💬 Need Help? (Free Support)
If you have any trouble building your own AI trading model, or questions — I can help you for free.
📧 Email: shaktitiwari715@gmail.com | 📢 Telegram: https://t.me/shaktitrade
No course, no upsell — just genuine help for retail traders.
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