SterlingCraftEngineering

    Selected work

    Stack, challenge, outcome. No abstractions — the audience here speaks the specifics.

    Next.js, Postgres, AWS

    Regional healthcare network

    Patient intake spread across three disconnected legacy systems

    Unified intake API cut onboarding time from 12 minutes to under 2

    Python, RAG pipeline, self-hosted LLM

    Logistics operator

    Dispatchers manually cross-referencing contracts for edge-case routing

    Contract Q&A tool now handles 80% of routing queries without escalation

    React Native, Node, Stripe

    B2B fintech

    No mobile presence while competitors shipped native apps

    Mobile app shipped to both stores in nine weeks, zero critical incidents since

    Internal tooling, LLM-assisted workflows

    Professional services firm

    Analysts spending a full day per week on repetitive report assembly

    Automated assembly reclaimed a full day per analyst, per week