I am a Senior Product Manager, leveraging over a decade of cross-industry expertise to empower innovation through data-driven and user-centered product management. My approach focuses on crafting solutions that not only resonate with users but also drive business success.
Data Literacy for Product Management: Causal models and variations.
How many controllable inputs do you know about your product right now? Something like “10% increase in detail page views where the products were in stock and immediately ready for two-day shipping directly improves conversation rates by 1%” - Example from Amazon usecase.
If the answer is none, this article is for you.
Why become Data-Driven? Data embodies knowledge, and from this knowledge, you can construct a causal model of your product or business.…
Read more ⟶PM Perspectives: Org Structure and Daily Challenges
Why does org structure matter to a Product Manager? Exploring the significance of organizational structure for Product Managers leads us to a fascinating concept known as Conway’s Law. In 1967, Melvin E. Conway introduced a groundbreaking idea: the systems we develop often mirror our company’s communication patterns. This means if your organization operates in isolated silos, it’s likely that your products will reflect those divisions.
Why now? “Efficiency Reloaded” is the buzz for 2024.…
Read more ⟶