EPAT Trading Projects

Ready-to-implement project work done by EPATians on real-markets data in Artificial Intelligence, Statistical Arbitrage, Sentiment Trading, Crypto Currency and more.

Top Picks

Gap Trading Strategy: Based on the Markov Rule | EPAT Project

An EPAT project on gap trading in Indian equities, targeting low-volatility stocks and avoiding high-volatility conditions. This long-only strategy enters at day’s close and exits at next day’s open, improving performance over time with higher Sharpe ratios and reduced volatility....
7 min read

Mean-Reversion Trading with Statistical Arbitrage Pair Trading Strategy Across Different Sectors in the Indian Markets | EPAT Project

A statistical arbitrage strategy for the Indian stock market that leverages pair trading by identifying and trading cointegrated stock pairs within the same sector. With this blog, learn to ensure high correlation and mean-reverting price behavior for optimal returns....
5 min read

Using Machine Learning to Generate Intraday Buy and Sell Signals for Cryptocurrency | EPAT Project

This blog covers technical indicators, data preprocessing, backtesting, and performance optimization with tools like Scikit-Learn and VectorBt. Perfect for intermediate to advanced readers aiming to enhance trading performance in volatile markets....
9 min read

Crypto Perpetual Contract Pair Trading

An end-to-end guide on crypto perpetual contract pair trading, from idea to backtesting and optimization. Learn statistical arbitrage with Binance data for optimal trading, in this QuantInsti EPAT project....
13 min read

EPAT Trading Projects

Implementing Pairs Trading/Statistical Arbitrage Strategy In FX Markets [EPAT PROJECT]

This article on FX Market Pairs Trading strategy is submitted by the author as part of his coursework in EPAT at QuantInsti....
7 min read

Shorting At High: Algo Trading Strategy In R [EPAT PROJECT]

“Shorting at High” was one of the strategies that I formulated for my project work. This post explains the strategy in brief and the coding part....
9 min read

Pair Trading Strategy And Backtesting Using Quantstrat | EPAT Project Webinar

This project explains Pair Trading Strategy and Backtesting using Quantstrat library and is submitted by Marco Nicolas Dibo as a part of EPAT at QuantInsti...
11 min read

Development Of Cloud-Based Automated Trading System With Machine Learning [EPAT PROJECT]

This article describes developing a fully cloud-based automated trading system that would leverage on mean-reverting or trend-following execution algorithms...
16 min read

Dispersion Strategy Based On Correlation Of Stocks And Volatility Of Index [EPAT PROJECT]

Dispersion trading is a very profitable strategy which offers high rewards in response to a low risk, but it is essential to implement the strategy correctly to gain the profit....
5 min read

Statistical Arbitrage Strategy In R - By Jacques Joubert [EPAT PROJECT]

This article focuses on statistical arbitrage, coded in R. It is a combination of EPAT class notes and author’s source code....
14 min read