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Mozilla Firefox

Software Engienering for Open Source Localization

Articles

Working on Pontoon — [Feature / Area]

Shipping [feature/area] on Pontoon, and what it took to get there.
Joining Mozilla — Working on Pontoon

My role on the team behind [Pontoon], Mozilla's localization platform.

Issue notes

Support dark theme in editor

Issue note · mozilla/pontoon#4001
Ignore "system" users (TM, sync, GT) in notifications

Issue note · mozilla/pontoon#3954
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Autocomplete

N-gram language models

The classic statistical baseline — predict the next token from the previous n−1.
RNNs (LSTM / GRU)

Recurrent models that carry a hidden state across the sequence.
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© 2026 • Ayush Ranjan

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