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The Work

Case studies in systems design.

Ambiguous, high-stakes problems — taken from architecture to measurable leverage.

// ambiguous problem → architecture → measurable leverage
01

Predictive control over blind multi-cloud spend

0→1 FinOps products for EA’s CTO across AWS, Azure & GCP — real-time telemetry and predictive utilization modeling.

Predictive modelingMulti-cloud0→1
$8M+
saved · 25% efficiency gain
02

One secure payments engine, three continents

The configurable payments architecture behind 10 new AWS entities — MFA, KYC, AML and fraud on one shared SDK stack.

PaymentsKYC / AMLPlatform
$1.5B
revenue coverage · 12K+ customers
03

Scaling a compliance & transaction engine 10× — cleanly

Scaled automated compliance and transaction workflows 10× to 25K customers across 48 states — leading a team of 12.

Workflow automationGTMScale
10×
in 6 months · 48 states
04

Retrieval-grade executive knowledge

A RAG model letting EA executives query internal workforce knowledge directly — plus a dynamic pricing engine for Sales.

RAGLLMInternal tooling
$3M
FY savings across AI white-papers
05

AI from slideware to shipped systems

SDKs, RAG models and agentic tooling that digitized executive workflows for the COO of a multinational logistics operator.

Foundation modelsAgentsSDKs
Live
in production · 2025–present

See also — Deployments · How I think

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