SOTAADVISORY
CASE STUDY · INTERIM CTO

10-week technical turnaround at Double Blind Bio.

As Interim CTO at Double Blind Bio, an early-stage healthtech startup, I led a 10-week technical turnaround and organizational restructuring. The mandate: stabilize infrastructure, optimize AI compute costs, and establish sprint discipline, on-call rotation, and blameless post-mortems before onboarding the permanent executive leadership.

85%
Daily cloud spend reduction
$1,957 → $300
Per-day cost, post-remediation
10x
Developer velocity improvement
10 wks
End-to-end turnaround
KEY ACCOMPLISHMENTS
01

Cloud & AI Cost Optimization

Identified and remediated a Sev 0 GCP and Vertex AI cost spike. Reduced daily cloud spend from $1,957 per day to under $300 per day, an 85% reduction, while maintaining critical system capabilities and extending runway. The resulting AI architecture is the subject of a patent.

02

Engineering Leadership & Culture

Rebuilt the engineering org around sprint discipline, on-call rotation, and blameless post-mortems, then moved the team to spec-driven development. Developer velocity: up 10x.

03

Architecture & Product Delivery

Directed the on-time delivery of the flagship modules. Architected an intelligent routing layer for the core AI agent, significantly improving system latency, response accuracy, and contextual memory.

04

System Reliability & Data Pipelines

Silent data failures and agent hallucinations were driving a steady stream of support tickets and slowing every new integration. Consolidated ingestion into a single pipeline (fix once, propagates everywhere) and rebuilt the agent's router to eliminate context loss and timeouts. Result: support load down, and new integrations became straightforward instead of bespoke.

05

Compliance

Drove the technical work and documentation to advance ongoing SOC 2 compliance certification.

06

Executive Transition & Hiring

Ran the technical hiring pipeline and wrote the handover doc the incoming CTO ran from.

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