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Sam Fish
Senior Full-Stack Engineer specializing in web platforms, cloud infrastructure, and data systems
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About
Full-stack/product-leaning engineer who owned an end-to-end AI Tutor feature (Claude-powered) shipped simultaneously to iOS/Android/web via Expo, with Cloudflare Workers backend and PostHog analytics. Built the company’s GitHub-based CI/CD to coordinate app store releases with backend blue/green deployments. Also has significant data engineering experience (including ~8TB/day workloads) using dbt/Fivetran plus sharding and hashing-based diffing for correctness.
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Key Strengths
- End-to-end ownership of production features (frontend, backend, analytics, deployment)
- Built AI Tutor feature using Claude with rich Markdown/LaTeX rendering in React/React Native
- Designed and implemented CI/CD with synchronized mobile app store releases and backend blue/green deployments
- Strong full-stack architecture judgment (Next.js/TypeScript, REST, Postgres/Prisma, Vercel deployment patterns)
- Pragmatic AWS operations focus (core services, cost/tech-debt awareness, Well-Architected reliability practices)
- Improved maintainability by enforcing standards via Biome + Husky pre-commit hooks
- Data engineering at scale (daily processing/scanning ~8TB; sharding + hashing/diffing to detect anomalies)
- Built reliable ETL/analytics workflows using dbt and Fivetran with staged rollouts and rollback/reconciliation
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