About Scaling Intelligence

Scaling Intelligence explores how we design, build, and scale intelligent systems — from AI agents and LLM-powered apps to the backend architectures that keep them running.

I’m Nazmul Hoque Khan, a senior software engineer with 9+ years of experience building AI-driven products and scalable SaaS platforms for startups and enterprises across the US, UK, and EU. Along the way, I founded Sparrow Studio, where we help companies bring cutting-edge AI and backend systems into production.

Through this publication, I share both the practitioner’s notes and the studio’s playbook:

  • Deep dives into AI, multi-agent systems, and RAG architectures

  • Lessons from scaling cloud-native backends on AWS, GCP, and Kubernetes

  • Frameworks and strategies for CTOs, founders, and engineers navigating the AI era

  • Stories from real-world projects — what worked, what failed, and why

Think of it as a mix of lab notebook + field manual — written for builders, decision-makers, and anyone curious about how intelligence scales in code and in business.

👉 Subscribe to join a growing community of engineers, founders, and leaders — and if you’re ready to build, explore Sparrow Studio.

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Exploring the frontier of AI, systems, and backend engineering. Deep dives, insights, and thought leadership for builders, thinkers, and innovators shaping the future of intelligent systems.

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Generalist Software Engineer - AI / ML & Everything Building scalable AI & software solutions | 9+ years experience with 40+ startups & enterprises