Case Studies
Real transformations, measurable outcomes. Enterprise engagements across healthcare, finance, and technology.
OutcomeOps
Context Engineering: Golden Pipelines for AI
After 15 years building platforms, applied the same philosophy to AI-assisted development. Now running at a Fortune 500 hospitality company. 16-hour tasks take 20 minutes.
OutcomeOps
AI & Developer Tools
2025-Present
Gilead Sciences
Reimagining AWS Strategy & Platform Engineering
Built the cloud foundation that enabled an $80B biopharma transformation. Assessed problematic infrastructure, built new Landing Zone with 60+ SCPs, and reduced account vending from 30+ days to 45 minutes—unblocking data platform and migration teams.
Gilead Sciences
Healthcare & Life Sciences
2022-2024
Comcast
SEED Platform & The War on Waste
Built self-service platform eliminating DevOps duplication. Teams went from 12-18 month provisioning to minutes. Zero Terraform required from engineering teams.
Comcast
Media & Telecom
2019-2022
Aetna
Building Utopia: Container Platform & Golden Pipelines
Built container-centric platform achieving 100x better security defect density than enterprise (0.05% vs 5%). CISO made Docker a corporate mandate. Enabled teams to go from concept to production in two weeks.
Aetna
Healthcare & Insurance
2014-2017
Pearson
Nibiru: Where My Cloud Foundation Began
Built the automation platform that taught me how to wield AWS. Reduced infrastructure provisioning from months to minutes. Gene Kim consulted during this transformation.
Pearson
Education & Publishing
2012-2014
Liberty Mutual
The Fusion Platform: Rescuing a Docker Migration
Brought in to rescue a struggling containerization effort. Built the Fusion Platform with declarative Fusionfiles, scaling to 300+ services with hundreds of daily deployments.
Liberty Mutual
Insurance & Financial Services
2016-2017
Broadhop
MongoDB in Production Before DevOps Had a Name
Deployed MongoDB v1.4 for international telecoms when it was barely out of beta. Debugged directly with Eliot Horowitz (MongoDB CTO) on Google Groups. Beat Oracle RAC.
Broadhop
Telecommunications
2009-2010
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