Overview Contributed to the design and development of an internal Operations Console that provided centralized visibility into device testing activities across the platform. The objective was to help operations, engineering, and leadership teams understand which devices were running which tests and scripts, track execution status, and reduce the manual effort involved in monitoring test infrastructure. The Problem As the testing platform scaled, teams were running a growing n

Overview An ongoing initiative exploring how human behavior influences decision-making, learning, and product adoption. The Problem Most product teams focus on features. Users adopt products based on beliefs, motivations, emotions, and behavioral patterns. This gap creates adoption challenges. The Opportunity Understanding behavioral systems can improve: Product adoption AI interactions Learning experiences Decision support systems My Approach Synthesized insights from: Pract

Overview GreenOps was a side project focused on understanding how organizations can operationalize sustainability initiatives through better data visibility, workflow management, and performance tracking. The project allowed me to explore the intersection of sustainability, enterprise software, and product management. The Problem Many organizations have sustainability goals but struggle to translate them into measurable operational activities. Common challenges include: Fragm

Overview Designed automation capabilities that helped customers operationalize Customer Success at scale. The Problem Customer Success teams were spending significant time on repetitive operational activities. Growth required: More customers More workflows More operational complexity Without automation, scale would require proportional increases in headcount. The Opportunity Customer Success processes contain repeatable patterns. If those patterns could be abstracted into reu

Overview Led the strategy and launch of User APIs that transformed Gainsight from a closed application into a more extensible platform. The Problem Customers increasingly expected Gainsight to integrate seamlessly into their technology ecosystems. However: User Management required manual effort Integration options were limited Enterprise IT teams faced operational friction This created barriers to adoption and scale. The Opportunity The problem was not user management. The pr

Overview Designed and launched an enterprise-grade Team-Based Permissions framework that enabled organizations to manage access at scale while meeting governance and compliance requirements. The Problem As Gainsight expanded across larger enterprise customers, access control became increasingly difficult to manage. Customers needed: Granular visibility controls Department-level access management Compliance with internal governance policies Reduced administrative overhead The