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Founding Engineer - Full Stack

Andy AI (W24)
San Francisco, CA Full Time
POSTED ON 2/17/2025
AVAILABLE BEFORE 5/2/2025

Andy completes clinical documentation for nurses who do home visits.

Home health nursing is a $250B industry, where 40% of revenue is spent on administrative tasks. Within 5 years, every nursing note will be done by purpose-built AI.

  • Andy saves nurses 20 hours per week.
  • Nursing agencies hire us to solve labor shortages, reduce churn, and slash admin costs.
  • Double-digit MoM growth (mostly word-of-mouth & some outbound); near-perfect retention.

We’re a small team of engineers (Google / Apple) & clinicians, passionate about improving healthcare in a focused and meaningful way.

What you’ll do

You will design & scale systems from scratch and jump in on the highest-impact projects :

  • Launch AI features to cleverly extract structured data from messy PDFs & audio transcripts.
  • Build intuitive UX that makes humans more accurate / productive.
  • Scale backends and experiment with new tools.

    • Bonus : learn medicine & see how money flows in healthcare.

    Who you are

    You are a strong generalist engineer who takes end-to-end ownership from idea to launch. You’ll be successful with Andy if you :

  • Ship fast & make good tradeoffs.
  • Take a high-level direction & run with it.
  • Are excited to dive into LLMs.

    • Who we are

  • Tiantian

    • Prev. PM at Google’s healthcare division.

  • Launched world’s first ever mosquito factory to eliminate Dengue (yes, it works!).

    • Prev. AI engineer on Apple Watch.

  • Launched FDA-cleared AI-powered diagnostic for atrial fibrillation.

    • Prev. software engineer at Google / Bump.

  • Built Google Photos from 0 to 1B; author of Android library installed on 40% of phones.
  • Sarah

    • Prev. administrator of home health agency.

  • Led a 4.5-star agency (read : she’s
  • really excellent
  • at documentation).

    • J-18808-Ljbffr

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