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Selected work
Case studies
The problems, constraints, architecture and engineering decisions behind real products, and what came of them.
01
Building reliable change intelligence for SpyGlow
How I separated capture quality, deterministic comparison and AI interpretation to make competitor monitoring more trustworthy.
Role
Founder, product strategy and full-stack engineering
Next.js · Node.js · MongoDB · Redis · BullMQ · Playwright
02
Designing Ryterr from research to publishing
How I structured an AI content product around evidence, reviewable stages, portable output and recoverable delivery.
Role
Founder, product strategy and full-stack engineering
Next.js · TypeScript · MongoDB · AI pipelines · Webhooks