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shamimnael

Writing

Patterns, not particulars.

Four threads: the platforms AI runs on, applying AI back to operations, automation that survives contact with production, and what carrier networks taught me that still holds.

Research

Choosing what to throw away

Our paper in Scientific Reports on multi-label feature selection. Instead of picking the best features once, PG-GFE removes the weakest ones in stages and lets a graph decide what weak means.