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

Trading Index Options Based On Index Momentum [EPAT PROJECT]

This article is a project work that talks about trading index options and how to set up and study an Index Option trading model based on the Index’s momentum....
10 min read

Modern Portfolio Management Using Capital Asset Pricing And Fama-French Three Factor Model [EPAT PROJECT]

This article introduces you to the theories & techniques in the Portfolio theory and arriving at the “MyPortfolio” model....
21 min read

Statistical Arbitrage: Pair Trading In The Mexican Stock Market [EPAT PROJECT]

Only a few algo trading firms operate in the Mexican stock exchange. Contrary to a more developed market, arbitrage opportunities aren’t readily realized....
7 min read

Dispersion Trading On NSE Stocks [EPAT PROJECT]

In Dispersion or Correlation Trading, Trader keeps a view on Volatility. Volatility mean reverts so Dispersion or Correlation also mean reverts....
4 min read

Dispersion Trading Using Options [EPAT PROJECT]

This article explains the Dispersion Trading Strategy coded in Python and has been authored by Jayesh Kurup as part of the EPAT™ coursework at QuantInsti®....
6 min read

Pair Trading – Statistical Arbitrage On Cash Stocks [EPAT PROJECT]

Pair Trading Strategy – Statistical Arbitrage on Cash Stocks coded in Python by Jonathan Narváez as part of the EPAT™ coursework at QuantInsti®....
4 min read

Segregating Human and HFT Algo Orders [EPAT PROJECT]

The effectiveness of the segregation is determined with the sample data that has the human and HFT algo that has the human and HFT algo order details....
3 min read

Strategy Using Trend-Following Indicators: MACD, ST And ADX [EPAT PROJECT]

Trend-following strategy based on the indicators like MACD, SuperTrend, and ADX coded in Python, which is a part of EPAT™ coursework at QuantInsti®....
10 min read

Implementing Pairs Trading Using Kalman Filter [EPAT PROJECT]

This project work explains the implementation of a Pairs Trading strategy using Kalman Filter in Executive Programme in Algorithmic Trading (EPAT™) Course....
6 min read

Pairs Trading On ETF [EPAT PROJECT]

This article on Pairs Trading with ETF is the final project work of EPAT student Edmund Ho. He has used a simple mean reversion strategy on ETF pairs...
9 min read