Building
Production-Ready
AI Systems
Documenting my journey as an AI Engineer through production-ready projects, architecture blueprints, engineering notes, and real-world experiments.
ENGINEERING NOTES
Featured Engineering Notes
Deep dives into AI engineering, production architectures,
LLMs, agents, RAG systems, and real-world implementation
guides.
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Transformers Basics
All about the revolutionaly transformer model, its architecture explained, and why it matters
Read Note →: Transformers BasicsIntermediate
12 mins
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Building AI Agents with LangGraph
How to orchestrate production-grade AI agents with LangGraph — state management, tool calling, and memory, without the framework getting in the way.
Read Note →: Building AI Agents with LangGraphIntermediate
12 mins
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Production RAG Architecture
A practical architecture for production RAG — retrieval strategy, chunking, and the tradeoffs that actually matter once you’re past a demo.
Read Note →: Production RAG ArchitectureIntermediate
12 mins