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AI systems architecture: models, knowledge, agents, and products

👋 Hi, I'm E. Habib

🤖 AI Automation & Agent Developer

AI Agents · RAG · Voice AI · Python · FastAPI · LangChain · AI SaaS

I build practical AI-powered applications and automation products with Python, APIs, databases, web interfaces, and Docker. My work focuses on turning useful AI capabilities into software people can actually use.

👨‍💻 About Me

  • 🔭 Building AI-powered SaaS and automation projects.
  • 🤖 Focused on AI agents, RAG applications, Voice AI, and LLM integrations.
  • 🐍 Building backend services and APIs mainly with Python and FastAPI.
  • 🌐 Comfortable working across backend, databases, frontend, workers, and Docker.
  • 🚀 Interested in turning repetitive business processes into useful AI software.

🚀 What I Build

  • 🤖 AI Agents — assistants that use tools, APIs, databases, and business workflows.
  • 🔎 RAG Applications — AI assistants grounded in documents, private knowledge, and search.
  • 🎙️ Voice AI — voice applications combining speech-to-text, LLMs, tools, and text-to-speech.
  • ⚙️ AI Automation — workflows for content, research, data processing, and business operations.
  • 🌐 AI SaaS Products — full-stack products combining AI features, backend services, databases, and deployment.

🧰 Tech Toolbox

AI & Automation

AI Agents RAG LangChain OpenAI Voice AI Computer Vision

Languages & Frameworks

Python FastAPI JavaScript TypeScript React Next.js Node.js

Data & Infrastructure

PostgreSQL Redis SQLite Docker GitHub Actions

🔥 Featured Projects

📺 TeleMedia — AI Social Media Automation SaaS

Tech: AI automation · Python · APIs · TTS · media workflows · Docker

AI-powered social media automation platform designed to automate content generation, media processing, scheduling, and publishing workflows across multiple platforms. The system combines AI generation, voice/media processing, APIs, scheduling, backend services, databases, and containerized infrastructure.

The public repository contains the project showcase; the active application is maintained privately.

🔗 View TeleMedia AI

🔎 Aurora — AI-Powered Research Automation

Tech: Python · AI · browser automation · SQLite · Docker

Python-based research automation platform that collects and analyzes YouTube search data to identify content opportunities using evidence, scoring, and AI-assisted classification. It includes resumable workers, browser automation, SQLite persistence, reporting, and failure recovery.

🔗 View Aurora

🛒 MarketForge AI — AI Commerce Intelligence Platform

Tech: Python · FastAPI · Next.js · PostgreSQL · Redis · Docker

AI-powered commerce platform designed to help sellers research products, analyze opportunities, generate product content, plan AI visuals, and prepare marketplace-ready product packages. It demonstrates AI automation, backend services, a modern web dashboard, background processing, and structured product-intelligence workflows.

🔗 View MarketForge AI

🎓 Certifications & Security

Google AI Fundamentals Google System Administration Cisco Ethical Hacker

  • Google AI Fundamentals — completed through Coursera.
  • System Administration and IT Infrastructure Services — completed through Google/Coursera, covering server, network, operating-system, and cloud administration.
  • Ethical Hacker — Cisco Networking Academy certificate, with a verified Credly badge.
  • Next: preparing for the Red Hat Certified System Administrator (RHCSA) exam.

I am building toward a career where security, system administration, and AI work together. In an authorized internal security assessment for MAD, I helped identify and address a sensitive document-access weakness; the detailed findings remain confidential.

🌐 Let's Connect

LinkedIn Instagram GitHub Upwork

Simracing — skullzedits MAD Automotives

Open to AI automation, agent, RAG, Voice AI, AI SaaS, backend/API, and security-focused systems work.

Engineering Activity

3D GitHub contribution skyline, generated from real activity

The skyline is generated from GitHub contribution data by a scheduled workflow in this repository. It is refreshed weekly and can be regenerated on demand. The native GitHub contribution calendar remains untouched.

About

AI automation engineer building e-commerce intelligence and industrial workflow systems.

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