Selected Work

Case Studies

Real problems, real constraints, real outcomes. Each case study follows: problem, context, constraints, approach, metrics, lessons.

SSV Labs · 2024

$400M Infrastructure Migration

Migrate critical staking infrastructure without breaking live consumers across a distributed validator network.

50% reduction in partner escalations40% reduction in time-to-first-integration
InfrastructureAPI DesignDistributed SystemsStaking

Block Labs · 2025

Developer Infrastructure Platform

Build a developer-facing infrastructure platform with APIs, SDKs, and platform services from the ground up.

3 cross-team blockers surfaced before productionAPI contracts defined before implementation
Developer ToolsAPI PlatformSDKCompliance

Personal / Current · 2025

AI Workflow Engine

Structure AI-augmented workflows for crypto operations — options pricing, structured yield products, and prompt orchestration.

Inference cost optimized per user operationLatency constraints met for real-time pricing
AI/MLLLM OrchestrationFinTechPrompt Engineering