Growth Engineering

Preface

I have always loved building things: people, products, and communities. As a teenager, I was drawn to initiatives that created meaningful impact. I volunteered within tech communities, developed accessibility-focused tools at hackathons, and spoke to primary school students about personal growth. I cared deeply about growth, both in myself and in the world around me.

Before my first role as a software engineer, I wrote code that solved problems but did not yet qualify as purposeful work. I had no way of knowing whether users were engaging with the features I built or whether the product was truly meeting their needs. Joining a growth team altered my perspective completely. I learned that building an impactful product requires more than functional code. It requires a clear understanding of users, a commitment to data-informed decisions, and a willingness to iterate with intention.

Throughout my career, I have met talented engineers, designers, founders, and product managers who excel at building but feel uncertain when the conversation shifts to experimentation, instrumentation, or data-driven decision-making. This gap is not a reflection of ability but of access. Recognizing this motivated me to write this book.

My goal is to make growth knowledge accessible and actionable for anyone who builds digital products. I want readers to feel equipped to understand users, measure impact, and build with purpose. Growth practices should not be confined to a few specialized teams. ...