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Writing on Backend, Devops, AI, Machine Learning, Security and Software Engineering

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Backend & DevOps Systems • Exploring AI/ML • Cybersecurity Enthusiast

Building Backend & DevOps Systems currently, exploring AI/ML out of curiosity. Cybersecurity researcher since grade 10, helped secure multiple organizations. Love exploring new technologies and engineering products that transform the world. Here I share how I build, break, and think about software.

2026-01-17•3 min read•Backend / FSD

Debouncing: Not Just a Frontend Optimization

What debouncing really is, how it works, and why it’s not just a frontend optimization. This article breaks the common misconception and explores debouncing as a broader systems and backend design concept.

BackendSoftware DesignSystem DesignFull-StackOptimization