I work with SaaS teams that have plenty of product data but still struggle to make confident decisions from it. With 8+ years in product analytics and BI, I help leadership teams move beyond dashboards and surface the behavioral signals that actually drive revenue, retention, and product outcomes. My work is typically short, fixed-scope engagements focused on clarity: metric design, event instrumentation reviews, behavioral analysis, and executive-ready insights — not vanity metrics or reporting overhead. I’ve partnered directly with C-level stakeholders, product, and engineering teams in high-stakes moments, helping teams understand what their data is really saying (and what it isn’t). I work with international companies on a contract basis. If your product has data but lacks clarity, that’s where I come in.