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mathncode-sid/README.md

⚔️ Hail, Traveler. You Stand Before the Forge of Sidney Muriuki.

muriuki.jpeg I am no ordinary developer — I am a code-forged warrior, trained in the arts of Software Engineering, Artificial Intelligence, and Automation. Where others see data, I see the battlefield. Where others see bugs, I see enemies to be vanquished with clean, relentless logic.

🛡️ Discipline is my armor.
⚔️ Automation is my blade.
🔥 Community is my phalanx.

Enter my forge. Every system I build is tempered in fire and tested in battle.


🏛️ The Warrior's Path (Experience)

  • Community Manager Lead (Open Source) — Salamander Tech Hub — Commander of the open-source phalanx
  • AI Automation Engineer Intern — Statsspeak Group Ltd. — Forger of intelligent machines

🗡️ Conquests of Note (Featured Projects)

  • Hybrid GNN Fraud Intelligence System — A fortress built to hunt deception itself. Forged with Python, PyTorch Geometric, XGBoost, FastAPI, React, Neo4j, and Kafka.
  • SmartBiz — A war-camp management platform for businesses, built with Django, Python, SQLite, Bootstrap, and JavaScript.
  • Crop Health & Value Optimization System — An oracle for the fields, reading the land's fate through Python, Streamlit, pandas, NumPy, and Plotly.

⚙️ Arsenal of the Forge (Skills)

  • Tongues Spoken: Python, JavaScript, TypeScript, SQL, HTML/CSS
  • Weapons & Shields: FastAPI, Django, Flask, Streamlit, React, Bootstrap, pandas, NumPy, Matplotlib
  • Sorceries (AI & ML): XGBoost, Graph Neural Networks (GNNs), PyTorch Geometric, NLP, Retrieval-Augmented Generation (RAG), LangChain, FAISS
  • War Camp Infrastructure: Google Cloud Platform (GCP), Docker, Kafka, Neo4j, SQLite, Git, GitHub

📯 Summon the Warrior (Contact)


📊 Chronicles of Battle (GitHub Stats)

GitHub Streak


🔥 Oracle's Whisper

"The blade that is never sharpened grows dull; the code that is never refined grows brittle."

Pinned Loading

  1. smart-biz smart-biz Public

    HTML 2

  2. imbeka06/hybrid-gnn-fraud-intel imbeka06/hybrid-gnn-fraud-intel Public

    A real-time, hybrid Graph Neural Network (GNN) and machine learning framework to detect organized fraud rings and synthetic identities in mobile money ecosystems. Features a dynamic transaction gra…

    Python 2 4

  3. imbeka06/CIVIC_LENS imbeka06/CIVIC_LENS Public

    Civic Lens is an elite-tier, AI-powered political influence laboratory. It uses graph theory and temporal modeling to detect hidden funding alliances, measure long-term entrenchment, and simulate t…

    JavaScript 1 3

  4. CodeWithEugene/Chama-Connect CodeWithEugene/Chama-Connect Public

    A comprehensive security audit and technical optimization suite for ChamaConnect: resolving logic vulnerabilities and enhancing transactional integrity.

    HTML 1

  5. lifelineplus lifelineplus Public

    TypeScript 1