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Real-time medical translation

A real-time AI translation platform for medical conversations that reduced reliance on human interpreters.

Role
Full Stack AI Engineer
When
Oct 2024 to Mar 2026
Status
In production

Results

Translation cost
$1.50 to $0.75 per minute50% lower
Interpreter dependency
Reduced
Harmoni Translate website: an AI medical interpreter app for clinics, with a live Spanish to English transcript card.
harmonitranslate.com, the public product site.

This was employer and client work. The details stay at the level I can share publicly.

The problem

Conversations between clinicians and patients who don't share a language depended on human interpreters, and translation cost $1.50 per minute.

Approach

I built a real-time AI translation platform so a conversation could continue without waiting for an interpreter.

Simplified, illustrative diagram

Real-time medical translation

  1. Clinicians run in-person, video-link and phone sessions, review transcripts and SOAP notes from one console.

    • Patient link
    • Patient phone
  2. Translation cost per minute

    from $1.50 to $0.75per minute

Result

Translation costs fell from $1.50 to $0.75 per minute, a 50% reduction, and the platform reduced interpreter dependency.