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


The sign-in for the web app. 
Product features from the public 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
Clinicians run in-person, video-link and phone sessions, review transcripts and SOAP notes from one console.
- Patient link
- Patient phone
Translation cost per minute
from $1.50 to $0.75per minute
Provider app
Clinicians run in-person, video-link and phone sessions, review transcripts and SOAP notes from one console.
Uses: Patient link, Patient phone
Result
Translation costs fell from $1.50 to $0.75 per minute, a 50% reduction, and the platform reduced interpreter dependency.