Aayush Kumar Raut

Aayush Raut

Systems Engineer | Feedback-Driven Design | Scalable Architecture
Building systems that become better through use

📊 My GitHub Universe in 3D

🧱 Every commit is an experiment: define constraints, build abstractions, measure impact, iterate.

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🧠 How I Think About Systems

Engineering philosophy and decision framework

Core Perspective

I approach software as systems with explicit constraints, measurable inputs/outputs, and continuous feedback loops. Every layer—from API design to data transformation—must have observable behavior and…