Google Analytics, product analytics tools, Product Management, customer journey mapping, experimentation frameworks, Amplitude, funnel analysis, Growth Product Management, Mixpanel

Frame Relay, Retention program design, Consumption analysis, Churn modeling, Reporting, customer analytics, Churn dashboards, Save-rate tracking, Leased Line MPLS, Atm, Migration funnels, Legacy data services, SD-WAN

, Data Visualization, Personalization, Data Analytics, Business Acumen, Collaboration, gamification, Customer Segmentation, Funnel Analysis