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Case studies

Proof over promises

Real initiatives, real outcomes. These write-ups show how I lead engineering teams through delivery, AI adoption, and reliability work — what the problem was, how we approached it, and what changed for the business.

Flipdish · Food-tech SaaS

AI-assisted customer onboarding

Rebuilt onboarding around AI-assisted menu creation — dramatically less manual effort per new restaurant and lower early-stage client churn.

AI / LLM workflowsDelivery leadership
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Gridware · Grid-monitoring platforms

Reliability & observability overhaul

Introduced observability and incident-management practices across core platforms — significantly fewer production incidents and far more stable critical systems.

ObservabilityIncident management
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More case studies are being written — the work exists, the write-ups are catching up.

Want outcomes like these?

I take on engineering leadership, fractional CTO, and consulting engagements focused on delivery, AI adoption, and reliability. Let’s talk about where your team is stuck — and what it would take to get unstuck.