Available for AI opportunities

AI and Agentic Engineer

Building AI Agents, RAG Systems, Smart Websites & Automated Workflows. I turn emerging AI capabilities into dependable products, APIs, and business systems.

Explore my work → Start a conversation Download CV
Agentic AITools, memory and orchestration
RAG SystemsGrounded, searchable knowledge
AutomationProduction workflows and APIs
Agent runtime RAG connected Workflow active Marco Magdy Fayek Danyal wearing a black suit
01 / ABOUT

Engineering useful intelligence.

I connect AI research, backend engineering, and automation to create systems that are practical, measurable, and ready to use.

I build AI products that reason, retrieve knowledge, call tools, and complete real work.

My focus spans generative AI, agentic systems, RAG, conversational experiences, computer vision, and production APIs. I care about clear architecture, grounded outputs, responsive user experiences, and workflows that reduce repetitive effort.

Based in Alexandria, Egypt, I am open to AI engineering roles, product collaborations, and freelance projects with teams building the next generation of intelligent software.

AI

Applied AI Engineering

LLM applications, prompt systems, retrieval pipelines, evaluation, and intelligent interfaces.

OP

Systems & Operations

SysOps experience supporting competitive programming infrastructure and reliable deployments.

ED

Artificial Intelligence Degree

Bachelor's in Artificial Intelligence from the Arab Academy for Science, Technology & Maritime Transport.

02 / SKILLS

Technical toolkit.

A focused stack for building, shipping, and operating modern AI applications from prototype to production.

AI & Intelligence

Generative AIAI AgentsAgentic AIRAGMachine LearningDeep LearningComputer Vision

Frameworks & Automation

LangChainCrewAIn8nFastAPIREST APIs

Engineering

PythonDockerLinuxBackend SystemsAPI IntegrationDeployment
03 / PROJECTS

Selected AI systems.

Representative projects spanning agents, retrieval, conversation, automation, AI-powered web products, and vision.

PROJECT / 01

AI Agent Workflow Automation

An autonomous multi-agent workflow that plans tasks, selects tools, coordinates specialized roles, and reports structured results for repeatable business processes.

PythonCrewAIn8nTool Use
PROJECT / 02

RAG Knowledge Assistant

A document-grounded Q&A system with retrieval, source-aware responses, and a FastAPI backend for accurate knowledge access.

RAGLangChainFastAPI
PROJECT / 03

Multi-LLM Conversational AI

A conversational platform designed for context management, model routing, structured memory, and natural multi-turn interactions.

LLMsMemoryAPIs
PROJECT / 04

AI-Powered Smart Website

A responsive web experience enhanced with intelligent search, lead qualification, dynamic assistance, and automated follow-up workflows.

AI WebAutomationREST
PROJECT / 05

AICO Conversational Support App

An AI-assisted conversational application focused on accessible, thoughtful interactions, structured guidance, and a calm product experience.

Conversational AIUXPython
PROJECT / 06

Real-Time Object Detection

A computer vision pipeline for low-latency object recognition, tracking, and visual monitoring across live camera input.

Computer VisionDetectionDeep Learning
04 / SERVICES

Ways I can help.

Focused engineering services for founders, teams, and clients who need AI capabilities connected to real products and operations.

01

AI Agent Development

Purpose-built agents with tools, memory, guardrails, and orchestration for complex multi-step tasks.

02

RAG & Knowledge Systems

Grounded assistants that search private documents and return relevant, traceable answers.

03

Workflow Automation

n8n and API-driven workflows that connect services, remove repetitive work, and improve response times.

04

AI-Powered Websites

Modern web experiences with conversational interfaces, smart search, and automated customer journeys.

05

AI APIs & Backends

FastAPI services, REST integrations, Dockerized delivery, and reliable inference workflows.

06

Computer Vision Solutions

Detection and visual intelligence systems designed around practical monitoring and analysis needs.

05 / CERTIFICATIONS

Learning & credentials.

A foundation in artificial intelligence strengthened by applied research, infrastructure work, and continuous technical learning.

Certification

DeepLearning.AI Specialization

Advanced learning in modern deep learning methods and practical AI development.

Certification

Google Cloud ML Engineer

Cloud-oriented machine learning architecture, deployment, and operational practices.

Education

Bachelor's in Artificial Intelligence

Arab Academy for Science, Technology & Maritime Transport, with a focus on intelligent systems and robotics.

Experience

Technical Volunteer / SysOps

Supporting ECPC, ACPC, and IOI contest infrastructure, system stability, and deployment workflows since 2021.

Open to roles & collaborations

Let's build something intelligent.

Have an AI product, automation challenge, or engineering role in mind? Send the details and I will get back to you.

marcomagdy461@gmail.com → View resume
Alexandria, EgyptAI EngineeringFreelance & Full-time