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About JuCodes

Hi, I’m Juweria (Ju) — a Full-Stack Software Engineer specializing in the intersection of Backend Architecture and AI Engineering. With a deep background in Python, Node.js, and Cloud Infrastructure (AWS/DigitalOcean), I focus on transforming raw LLMs into production-ready applications.

JuCodes is a technical lab where I document the shift from traditional software to Agentic Systems. Here, I share deep-dives into:

  • RAG Architectures: Building persistent memory for AI using Vector Databases like Pinecone.

  • LLM Orchestration: Developing reliable backends with Gemini, LangChain, and CrewAI.

  • AI Infrastructure: Deploying and scaling autonomous agents and intelligent APIs.

This blog is a "Build-in-Public" journey designed for engineers who want to move beyond basic prompts and start engineering the next generation of AI-native software. Everything here is grounded in real-world deployment and system reliability.