PROJECTS
How I approach complex business problems.
Case studies across analytics, strategy, and operations—focused on how I turn ambiguous problems into structured decisions and scalable systems.
SELECTED WORK
03 CASE STUDIESPerformance Analytics
Scaling Luxury Livestream Commerce
A performance analysis of how momentum, execution, and product sequencing shape high-ticket livestream conversion.
Strategy & Market Mapping
Competitive Advantage in Luxury Resale
A strategic framework exploring how livestreaming, supply, trust, inventory liquidity, and infrastructure shape different luxury resale business models.
Operations & System Design
Designing an Operating System for Scale
How I redesigned livestream, customer-service, and fulfillment systems as a commerce business scaled from roughly $150K to $1M+ in monthly GMV.
ONGOING
This library will keep growing.
Future projects will include additional work across marketplace strategy, analytics, operating systems, and commerce.