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LPMatrix/README.md

๐Ÿš€ About Me:

Building production-grade AI systems with focus on RAG architectures, agent frameworks, and LLM integration. Backed by 5+ years of backend engineering and infrastructure experience.


๐ŸŽฏ AI Projects

Production-ready RAG system for querying large document collections. Built with LangChain, Pinecone vector database, and OpenAI embeddings. Handles multi-document retrieval with citation tracking and context management.

Tech: Python, LangChain, Pinecone, OpenAI API, FastAPI


Model Context Protocol server enabling LLMs to interact with GitHub repositories - search code, manage issues, and analyze repo structures directly from AI interfaces.

Tech: Python, MCP SDK, GitHub API, asyncio


AI-powered tool that breaks down code snippets into plain English explanations. Supports multiple languages and provides detailed breakdowns of logic flow, functions, and patterns.

Tech: JavaScript, Mistral AI API, React


Framework for coordinating multiple specialized AI agents to handle complex workflows. Implements agent communication protocols, task delegation, and result aggregation.

Tech: Python, LangChain, OpenAI, Redis (for agent state)


๐Ÿ› ๏ธ Technical Stack

AI/ML: Python, LangChain, LlamaIndex, OpenAI/Anthropic APIs, Hugging Face, Vector Databases (Pinecone, Weaviate, Qdrant), MCP Protocol

Backend Foundation: PHP/Laravel, Python/FastAPI, MySQL, PostgreSQL, REST APIs, Microservices

Infrastructure: Docker, Kubernetes, Terraform, Azure, CI/CD, Performance Optimization


๐ŸŽฎ Other Projects


๐Ÿ“ Writing & Knowledge Sharing

I write about AI engineering, LLM applications, and software architecture at matrix.hashnode.dev

Recent topics: RAG system design patterns, optimizing inference costs, building reliable agent systems


๐Ÿ“ซ Connect

Email: mubaraqsanusi908@gmail.com
Twitter: @weirdmatrix
Location: Lagos, Nigeria


๐Ÿ† GitHub Trophies

GitHub Stats Top Languages


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  1. cartie cartie Public

    A clean shopping cart implementation for Laravel

    PHP 11 1

  2. laravel-redbiller laravel-redbiller Public

    A laravel package for Redbiller

    PHP 1

  3. laravel-postman-generator laravel-postman-generator Public

    A Laravel package that automatically generates a Postman collection from your Laravel routes, including support for route groups, authentication settings, and customization options.

    PHP 1

  4. sleeping-legacies sleeping-legacies Public

    Startups in Nigeria that failed

    CSS 1

  5. LaravelRAG LaravelRAG Public

    Python 2

  6. llm_engineering llm_engineering Public

    Forked from ed-donner/llm_engineering

    Repo to accompany my mastering LLM engineering course

    Jupyter Notebook