Featured platform capability · APIs & Terraform
Self-Service Notebook Provisioning
On-demand, scalable notebook provisioning through APIs and Terraform orchestration, serving 3,000+ notebook users through Lumi Portal.
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From strategy to delivery
Portfolio
Platforms and products that make cloud, data, and AI useful at scale. Explore the problem, my role, and the outcomes behind each project.
Enterprise platforms & AI
Selected product leadership work at American Express, from governed cloud infrastructure to AI-assisted migration and trusted data.
AI Accelerators for Cloud Modernization
GenAI-assisted PySpark-to-BigQuery code conversion that reduced migration effort by 60%.
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NextGen Cloud: Enterprise Data & ML Platform
Product strategy for a governed GCP platform supporting 15,000+ analytical users, 350+ applications, and approximately 30 PB of data.
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Calibrate: Self-Service Data Quality
A 0-to-1 enterprise data quality product adopted by 3,500+ users and processing 600,000+ checks daily.
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Data Marketplace & Discovery
Governed data discovery, metadata intelligence, and access workflows that help teams find and consume trusted data.
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Independent products & advisory
Product building and advisory work across hospitality, retail, and music.
ReHUB
Marketplace solutions for Retailers.
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Omni Channel Platform for Restaurants
Co-Founder & Product Lead at MagilHub. Bootstrapped the company, shaped product positioning and GTM, and scaled from 0 to 50+ employees in two years. Exited in 2023.
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Music Chord Generator
Generate instrument-specific chords and sheet music to play along with your favorite songs.
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