At PREY, I improved MQL-to-SQL conversion by 25 percentage points and uncovered an ICP misalignment through customer and win/loss research. I also cut initial product validation from approximately six months to six weeks using buyer interviews, testing, explicit hypotheses, and AI-assisted prototypes.
At IOV LABS, I built the co-marketing function from scratch and coordinated activations for four DeFi partners, helping drive 20% month-over-month growth in new active users during Q4. At Microsoft, I grew Azure partner pipeline from less than $500K to more than $1.5M and achieved 107% of demand-generation targets.

