• PRATHARV SURVE
• Shubham Maurya
• Dharam Patel

In Indian stock market the participation of the retail traders has Increased a lot in the past few years. Recent data from the Securities and Exchange Board of India(SEBI)shows that over 90% of the traders in Future & Options(F&O)segments are in net losses.Why?Because they don’t know their behavioural mistakes.This research describes a platform (TradeLogX) designed to improve the performance of retail traders in the stock market. Where, user can record their trades with important details such as emotions during the trade, trade details, key points like reason for entry and exit, strategy and outcomes. The objective is to improve trading skills and to increase the profit of trader by providing the trader’s behaviour and decision-making, a deterministic “Prediction Meter” enabling better strategy development and more disciplined trading. The platform is built upon a robust MERN (MongoDB, Express.js, React, Node.js)architecture .TradeLogX has a Generative AI summariser powered by Google’s Gemini API.10 by automating the trade data and providing a qualitative feedback through Large Language Models(LLMs). TradeLogX helps the retails traders to change from gambling trading to data-driven professional trading.

Trading, derivatives & equity(F&O) trading, trading journal

"TradeLogX: AI-Enhanced Automated Trading Journal and Analytics Platform for the Indian Equity Market", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.13, Issue 1, page no.c90-c94, January-2026, Available :http://www.jetir.org/papers/JETIR2601208.pdf

"TradeLogX: AI-Enhanced Automated Trading Journal and Analytics Platform for the Indian Equity Market", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.13, Issue 1, page no. ppc90-c94, January-2026, Available at : http://www.jetir.org/papers/JETIR2601208.pdf