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MuhammadYacoub/README.md

πŸ‘‹ Hi, I'm Muhammad Yacoub

Software Developer | Digital Transformation Architect | AI & Data-Driven Innovator


🧭 About Me

I’m a software developer and digital transformation leader at the Egyptian State Lawsuits Authority (SLA), passionate about building systems that merge technology, governance, and human insight.

My work bridges the gap between classic institutional infrastructure and modern intelligent platforms β€” from automation and analytics to AI-assisted decision systems.

I believe that technology should be transparent, empowering, and community-driven.


πŸ’Ό What I Do

βš™οΈ Digital Transformation & Governance

  • Lead end-to-end digitization projects for the State Litigation Authority.
  • Architect scalable Node.js + SQL Server backends with integrated React Dashboards.
  • Build structured data flows, automate reporting, and enhance operational transparency.

πŸ“Š AI & Financial Intelligence

  • Founder of EGXPILOT, an AI-powered ecosystem for the Egyptian Stock Market (EGX).
  • Designs analytical engines using Wyckoff theory, Elliott waves, candlestick analysis, and technical indicators (RSI, MACD, EMA, Bollinger Bands).
  • Builds smart recommendation systems with clear decision summaries, not just data.

🧠 Smart Assistants & Local AI

  • Creator of the MCP Assistant, a local AI terminal assistant integrating OpenRouter, Ollama, and Docker for natural-language-driven system control.
  • Implements Retrieval-Augmented Generation (RAG) and local LLMs for contextual, privacy-first automation.

🏠 IoT & Smart Systems

  • DIY smart home builder using Home Assistant, ESP8266/ESP32, Tasmota, and NodeMCU.
  • Integrates devices via MQTT, Zigbee, and Bluetooth audio bridges on Raspberry Pi.
  • Focused on modular design, automation, and remote access via ZeroTier and Dockerized environments.

πŸ› οΈ Tech Stack

Core Languages:
JavaScript, TypeScript, Python, C#, SQL, HTML, CSS

Backend & Data:
Node.js, Express, SQL Server, Docker, RESTful APIs, PowerShell, RAG

Frontend & Visualization:
React, Tailwind CSS, Ant Design, Streamlit, Chart.js, Recharts

AI & Analytics:
Ollama, TinyLlama, TA-Lib, scikit-learn, OpenRouter, LangChain, Pandas, NumPy

DevOps & Cloud:
Linux, Ubuntu Server, Proxmox, Cloudflare Tunnels, Azure, CasaOS, ZeroTier

Other Specialties:
Home Assistant, ESPHome, Tasmota, OpenMediaVault, AdGuard, PulseAudio, BlueZ


πŸš€ Featured Projects

πŸ¦… EGXPILOT

An AI-powered stock analysis and advisory platform built for the Egyptian Exchange (EGX).
Combines financial analytics, AI insights, and behavioral decision models in one environment.

Key Highlights:

  • Multi-tier architecture: Node.js API + React Dashboard + SQL Server Database.
  • Advanced analytics: Wyckoff, Elliott Waves, RSI, MACD, Bollinger Bands.
  • Smart recommendations, opportunity scanners, and AI-driven portfolio tracking.
  • Designed for transparency, not speculation β€” empowering investors with insight.

βš–οΈ SLA-CORE

Digital backbone for the State Litigation Authority’s transformation program.
Provides centralized management of branches, consultants, and administrative workflows.

Features:

  • Node.js + SQL Server API with dynamic React dashboard.
  • Role-based access, advanced data views, and audit tracking.
  • Focused on usability, accountability, and performance.

πŸ’‘ MCP Assistant

A local command-line AI assistant capable of natural-language execution of system, Docker, and SQL operations.
Bridges conversational reasoning with real command execution in a secure local environment.


🌐 Online Presence


🎯 Vision

β€œI don’t build systems to impress algorithms β€”
I build them to empower people who use them.”

I aim to create transparent, intelligent ecosystems that merge governance, data, and AI β€” whether in justice, finance, or everyday life.


πŸ“ˆ Current Focus

  • Expanding EGXPILOT into a public educational & analytical platform.
  • Advancing local AI integration for private and institutional systems.
  • Promoting open-source collaboration and ethical AI development in the Arab world.

⭐️ If you share an interest in AI, fintech, or digital transformation β€” let’s connect and build something that matters.

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