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mu7ammad-3li/README.md

Muhammad Ali

Backend Engineer | AI Systems & Agentic Architectures

Building autonomous AI systems, multi-agent platforms, and LLM-powered applications.

LinkedIn Portfolio Email


About Me

Backend Engineer specializing in AI-powered systems and multi-agent architectures. I build production LLM applications with RAG, semantic caching, and scalable infrastructure.

πŸ€– 40-80% LLM cost reduction via semantic caching (pgvector)
πŸš€ Multi-agent platforms handling 1000+ concurrent conversations
⚑ <200ms response latency with intelligent caching
πŸ’° 99.7% infrastructure cost reduction through cloud automation

Featured Projects

πŸ€– Assist+ β€” Multi-Agent AI Platform

Enterprise-grade SaaS deploying autonomous chatbots across Facebook, Instagram & WhatsApp.

Bun Hono PostgreSQL pgvector Redis BullMQ OpenRouter

  • RAG-Powered Responses β€” Knowledge retrieval with pgvector embeddings
  • Semantic Caching β€” 40-80% LLM cost reduction via similarity search
  • Multi-Agent Engine β€” Independent bots with context, lead extraction, handoff
  • Background Processing β€” BullMQ workers for async message handling

πŸ“„ CV-lize β€” AI Document Analysis

Resume optimization with NLP pipelines and multi-model AI architecture.

Python FastAPI spaCy OpenRouter MongoDB

  • Multi-Model AI β€” OpenRouter + Gemini fallback with auto-failover
  • NLP Pipeline β€” Entity extraction, skill detection, keyword analysis
  • 95%+ ATS Scoring β€” Job description matching with STAR methodology

πŸ’¬ OmniAssistant β€” RAG Conversational Agent

Knowledge retrieval chatbot with lead qualification automation.

Next.js Google Genkit Gemini TypeScript


🏒 MERIDIEN β€” Multi-Tenant SaaS Backend

Scalable retail management system with clean architecture.

Go Gin PostgreSQL GORM Flutter


Tech Stack

AI & LLM

OpenRouter Gemini pgvector spaCy

Backend

TypeScript Python Go Node.js

Infrastructure

AWS PostgreSQL Redis Docker

Specializations: RAG Systems β€’ Semantic Caching β€’ Multi-Agent Architectures β€’ LLM Integration β€’ Vector Databases β€’ Background Processing


Currently Exploring

  • πŸš€ Go + Python AI Stack β€” Go (Golang) for high-performance backend, Python for agentic AI intelligence
  • πŸ€– Google Agent Development Kit (ADK) β€” Building multi-agent systems with Google's agent framework
  • πŸ”„ Multi-Agent Collaboration β€” Agents delegating to specialized sub-agents
  • πŸ› οΈ Tool-Using Agents β€” LLMs executing code and calling external APIs
  • 🧠 Long-Term Memory β€” Persistent memory across conversation sessions

πŸ’Ό Open to Remote Opportunities

Backend Engineer | AI Systems | Agentic Architectures

Email LinkedIn

πŸ“ Cairo, Egypt | 🌍 Remote Worldwide

Pinned Loading

  1. swiftcart swiftcart Public

    E-commerce platform (React + TypeScript + Firebase)

    TypeScript

  2. SwiftDashboard SwiftDashboard Public

    Dashboard for SwiftCart (React + TypeScript + Vite)

    TypeScript

  3. OmniAssistant OmniAssistant Public

    AI-powered chatbot (Next.js + Genkit)

    TypeScript

  4. cv-lize cv-lize Public

    AI-powered resume optimization tool (React + FastAPI + MongoDB)

    Python 1

  5. meridien-engine/MERIDIEN meridien-engine/MERIDIEN Public

    Enterprise Multi-tenant Retail Engine | Go & Flutter

    Dart 1

  6. log-sentinel log-sentinel Public

    πŸ›‘οΈ A memory-efficient CLI for analyzing log files. Stream-based parsing, JSON reports.

    TypeScript