Syntax Serenity: Navigating the world of code with passion.
How To Implement a Keylogger for macOS Using C++ GitHub repository In this post, I will show you how to implement a macOS keystroke capturing app using C++. This blog post is intended solely for learning purposes. As part of the process, the application first establishes communication with a command-and-control (C2C) server to download a basic configuration before proceeding with any fur...
Cointegration Analysis of GLD and GDX for Pair Trading Strategy In this research I am going to test whether the price series of two securities GLD (Gold Price) and GDX (Gold Miners Equity ETF) are cointegrated. This is crucial if we want to develop a pair trading strategy around those two securities. I want to test if the spread between the two series is stationary around its mean. For my pair...
Calculating ROIC and Capital Employed: Financial Analysis and DCF Model in Python GitHub repository In The Little Book of Valuation by Aswath Damodaran, the reinvestment rate is a key concept used to estimate a firm’s growth potential. It refers to the proportion of earnings that a company reinvests back into its operations instead of distributing as dividends. This reinvestment drives fu...
Using Neural Networks and Combinatorial Cross-Validation for Stock Strategies GitHub repository This post draws from Chapter 7 of the remarkable book Advances in Financial Machine Learning by Marcos Lopez de Prado. Cross-validation plays a critical role in reducing the risk of overfitting, and the book emphasizes its importance as a cornerstone of sound research practices. The approach d...
Scraping Stock Purchase Filings from the House of Representatives GitHub repository The United States House of Representatives: a supposedly august body tasked with shaping the nation’s laws. Alongside the Senate, they form a bicameral legislature wielding immense influence over the economy—crafting policies on taxes, regulation, and trade that ripple across industries. Yet behind this ve...