Managed analytics on enterprise object storage
Owned product management for a StorageGRID data lakehouse initiative that brought managed analytics closer to enterprise object data. Shaped product definition, OEM strategy, pricing inputs, and launch-readiness planning to position StorageGRID for in-place query, AI data infrastructure, and lakehouse workloads.
Voice-first storytelling for kids aged 2–10
Built a privacy-safe, token-aware AI that adapts in real time to children's voices — enabling screen-free engagement and vocabulary learning.
Semantic AI assistant for onboarding and learning
Launched a Discord-based chatbot for PM students to retrieve course content, ask mentor questions, and receive resume feedback — powered by LangChain and RAG

CIS compliance and ML-powered anomaly detection
Led Kubernetes Security Posture Management (KSPM) for GKE/EKS clusters. Integrated audit logs and CIS benchmarks into Lacework's Polygraph AI to surface behavioral risks and drift.
Secure, centralized file system governance for U.S. intelligence operations
Re-architected Panzura's CloudFS platform for air-gapped deployments in federal environments. Introduced a governance layer with tokenized RBAC, a centralized management system (CMS), and real-time operational dashboards — enabling secure, scalable file orchestration across GovCloud and C2S.
Cloud-native test orchestration for enterprise QA teams
Launched Zephyr Maestro, a SaaS test management platform integrated into CI/CD pipelines. Enabled real-time traceability and $35M in ARR growth across QA and engineering orgs.
NetApp - StorageGRID