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Ashar Shah
Integrating local LLMs into the backend is a specialized skill that really sets a dev apart right now. It's time to move past the "API wrapper" phase.
Syed Ahmer Shah
Hey, I’m Ahmer — a Software Engineering student & full-stack dev sharing projects, dev logs, and lessons from the code trenches.
The market is getting flooded with simple 'API wrappers.' Learning to manage quantization, context windows, and local inference is exactly what defines a high-level AI Engineer in 2026.