FIELD NOTES / APPLIED AIFROM THE BUILDER'S DESK.

Built with curiosity.
Shared with context.

Models, experiments, and the decisions behind them. A closer look at what I'm building — and what the results actually say.

Connected silver ribbons carrying blue and orange spheres

Jev-Urduاردو

MODEL ENGINEERING / 1 OCTOBER 2026

Urdu-first AI,
measured in decisions.

My Urdu-first decision model with a multilingual mmBERT-base encoder. Real benchmarks, interactive comparisons, and the tradeoffs worth understanding.

+12.9pp

Urdu-prompt XNLI accuracy
vs Laya multilingual

Read the field note 10 MIN

One experiment at a time. More notes as the work moves forward.

Built with curiosity.Shared with context.

Urdu-first AI,measured in decisions.

Built with curiosity.
Shared with context.

Urdu-first AI,
measured in decisions.