The project began in 2019 as a set of internal training materials�notes, models, and frameworks developed to train junior analysts in a way that went beyond the standard textbook approach. The goal was simple: create resources that connected theoretical foundations to the actual work of corporate finance.
What started as a few hundred pages of training notes evolved into something more ambitious. We realized that the gap between academic finance and professional practice wasn't just about content�it was about methodology. The best practitioners don't just know formulas; they think systematically about decisions.
That insight led to the development of what became "From Equations to Capital." A system that treats corporate finance not as a collection of techniques, but as an integrated framework for decision-making.
Today, we continue to expand the system: new content, new tools, and new ways to help finance professionals develop real capability. Every chapter, every notebook, and every tool is designed with one question in mind: does this help someone make better decisions?