StoryTime AI
Voice-first storytelling for kids aged 2–8
Built a privacy-safe, token-aware AI that adapts in real time to children's voices — enabling screen-free engagement and vocabulary learning.
  • 92% story completion
  • 100+ families onboarded
  • COPPA/GDPR compliant
  • Selected for Google AI Startup Program
Educational AI Chatbot – PMA
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.
  • GPT-4 + LangChain + Pinecone + Whisper
  • Semantic search across vtt/srt, Kajabi, and Discord
  • 60% reduction in onboarding effort
  • Modular persona + prompt chaining
Fortinet / Lacework – Kubernetes Security
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.
  • $3M+ in CNAPP ARR
  • Full CIS EKS/GKE rule coverage
  • Integrated K8s audit log ingestion + Polygraph
Panzura – CloudFS + Central Management System
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.
  • $25M ARR via AWS C2S + GovCloud
  • STS token-based authentication + config inheritance
  • 87% reduction in onboarding effort
  • Adopted by CIA and Department of Defense
  • Led product strategy and mentored 2 Product Managers
Zephyr Maestro – SmartBear
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.
  • MVP launched in <120 days
  • Jenkins, Jira, Selenium integrations
  • 100% team adoption post-launch
  • $35M ARR contribution
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