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REAP LLC

Doral / Global

Full Stack Engineer

Job Description

We're building the AI-powered operating system for senior care—transforming how skilled nursing facilities handle complex workflows like Medicaid verification and financial tracking.

Our platform saves care teams hours daily by processing thousands of documents with AI, automatically classifying statements, extracting data, and surfacing insights so facilities can focus on care, not paperwork.

We're a small, focused team shipping to production multiple times daily. Your code goes live within your first week.

The Role

We're looking for a Senior Full-Stack Engineer who owns complete features—from database design to deployed UI. You'll work directly with leadership, hear from customers, and ship solutions the same day.

You’ll work across our stack:

Build intuitive React interfaces for complex healthcare data

Design robust Express APIs with audit logging

Write AI prompts that classify documents and extract financial data

Architect job queues for multi-step processing workflows

Deploy changes to production daily

What You’ll Do - Own Features End-to-End

Design database schemas with Prisma migrations

Build backend services with proper error handling

Create polished frontend experiences with Next.js and Tailwind

Deploy, monitor, and iterate based on real usage

Build AI-Powered Workflows

Work with Google Vertex AI (Gemini), OpenAI, and Claude

Design prompts for document classification and financial data extraction

Build workflow systems with BullMQ that coordinate AI processing

Experiment with OCR and evaluate model performance

Ship Rapidly with Quality

Write maintainable code with comprehensive test coverage

Multiple deployments per day, with confidence

Follow through on bugs and own your work

AI: Google Vertex AI (Gemini 2.5), OpenAI GPT-4o, Anthropic Claude, Vercel AI SDK

Testing: Vitest, Playwright, ESLint, TypeScript strict mode

What We’re Looking For

Required:

5+ years building production web applications

Experience with Next.js, React, Express.js, Prisma

Tailwind CSS experience

Mindset

Self-starter who makes decisions and moves forward

Ownership mentality—see features through to production and maintenance

Good judgment on speed vs. scale trade-offs

Clear communicator who writes helpful documentation

Curiosity about AI and LLMs

Bonus

Experience with BullMQ, Redis, or distributed job systems

Healthcare tech, fintech, or compliance domain experience

Familiarity with AI/ML APIs (OpenAI, Anthropic, Google Vertex)

Document processing or OCR systems experience

Early-stage startup background

Why Reap

Real Impact — Your software directly improves senior care operations

High Leverage — Small team, big problems. Your code reaches customers immediately

Modern Stack — TypeScript everywhere, AI-powered workflows, fast iteration

Direct Access — Work closely with founders; No management layers

South Florida — Collaborate in-person with our Miami team

Competitive salary + equity

Flexible PTO

Regular team events and offsites

Your Growth Path

First Week: Ship your first PR to production

First Month: Own a meaningful feature from design to production

First Quarter: Take on complex AI workflows independently

First Year: Lead major initiatives and shape technical direction

Ready to build something that matters? Apply now.

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Apply Now

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