Jul 13, 2026· Medium
Local LLM Runtime Optimization Notes
Deploying Large Language Models (LLMs) locally is fundamentally a runtime engineering problem , not simply a model selection problem. Many developers focus on…
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Hi Friends
I'm Nasir
This is where I document what I'm building, learning, and experimenting from AI platforms and data systems to engineering productivity and product development.

Building practical AI platforms that combine data engineering, AI agents, and automation to simplify complex systems and accelerate product delivery.
Direction
From isolated data pipelines to intelligent, always-on platforms.
Principle
Build systems that create leverage, not complexity.
Recent posts
View allJul 13, 2026· Medium
Deploying Large Language Models (LLMs) locally is fundamentally a runtime engineering problem , not simply a model selection problem. Many developers focus on…
ReadApr 26, 2026
A personal system for functioning well when life is already under load, not when everything is calm and predictable.
ReadApr 20, 2026
Your tooling, workflows, and constraints quietly decide what feels easy, what feels hard, and what you ship next.
ReadApr 12, 2026
Motivation helps you start. Constraints help you finish. Here is how I use limits to ship consistently.
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Turn ideas into systems, and systems into real outcomes
Systems
Ideas and technical notes from real business problems — systems, data, and architecture in practice.
Tools
Practical systems and tools I'm building to turn ideas into real products.
Insights
Thoughts on engineering, productivity, and how systems shape how we think and work.
Writing & ideas
I write about systems, data platforms, and the messy reality of shipping AI-powered features. Expect fewer hot takes and more grounded, practical notes.
Medium
Longer-form breakdowns of systems, migrations, and the trade-offs behind specific architecture decisions.
medium.com/@nasir.sotudehOccasional notes on systems, productivity, and building in public. No spam.