Liontalk
AI translation startup
- Location
- Fremont, CA
- Period
- May to July 2026
- Role
- Software Engineering Intern
Liontalk builds software for translating and reviewing subtitles. I worked on the Python engine, FastAPI service, React editor, and public site.
The engine parses WebVTT, translates with token alignment, and uses a dynamic program for segmentation and timing. The service adds authentication, rate limits, durable jobs, and Whisper transcription.
Built language profiles for eight languages
I put every language rule in a frozen profile, so the pipeline no longer needs language specific branches. Six languages pass the quality gate. French stays Beta at 0.875 characters per second against the 0.9 threshold.
- 8
- languages shipped
- 6 of 8
- passing the quality gate
- 0.875 / 0.9
- French speed versus gate
