Bangaly Kaba
Growth executive and product leader. Early growth PM at Facebook (people recommendations, global); Head of Growth at Instagram (scaled from ~440M to over 1B monthly actives); VP of Product at Instacart; growth adviser to Twitter; Director of Product Management at YouTube (live monetisation).
Background spans education (inner-city DC teacher; dean at a boarding school in Lugano, Switzerland), Wall Street, and a startup before entering tech.
Frameworks and ideas
- Impact = Environment × Skills — structured career assessment scoring six environmental variables (manager, resources, scope, team, compensation, culture) against skills to locate where impact is being constrained.
- Understand, Identify, Execute — the Facebook/Instagram discipline of front-loading planned “understand work” to de-risk execution and raise experiment win rates.
- Adjacent User Theory — framework for identifying who the next user cohort is and dog-fooding the product in their state to surface what is broken for them. Originated at Instagram.
- Managing Complex Change — five-component model (Vision, Skills, Incentives, Resources, Action Plan) used to diagnose and fix cultural and execution problems in teams.
- Bloom’s Taxonomy for PM coaching — applies the educational taxonomy to locate where PMs and managers are stuck, from knowledge gaps to synthesis failures.