About
IT & Telecommunications Engineering graduate (GPA 3.35/4.0, Suez Canal University, July 2026), with a five-year engineering foundation in communications systems and signal processing, along with two years of hands-on AI/ML training. Built production-oriented ML pipelines, RAG and multi-agent systems, MLOps workflows, and computer vision applications.
Skills
ML / AI
GenAI & Agents
Data & Cloud
Experience
AI Engineering Intern
Tips Hindawi
Hands-on 6-week LLM/AI program covering prompt engineering, RAG & embeddings, and fine-tuning basics with models such as Mistral, BERT, and more. Built AI-powered applications (chatbots/assistants) using LangChain and vector databases under the mentorship of professional AI engineers.
Projects
ArabMedRAG
Arabic Medical Chatbot
Six-agent pipeline (language detection, emergency triage, dual-method retrieval, citation, response generation, verification) grounded on 340,000+ real Arabic patient Q&A pairs. FastAPI backend serving a Telegram bot and website; deployed on AWS EC2 with automated testing and deployment.
Multilingual Fake News Detection
4-Agent System
CrewAI pipeline (collector, fact-checker, classifier, validator) using Azure OpenAI and Document Intelligence to classify news as FAKE or REAL from real-time web search.
OCR + GraphRAG Document Q&A
Graph-powered Knowledge Retrieval
Azure Document Intelligence → Neo4j knowledge graph → Gemini Q&A; graph retrieval outperformed flat vector search on multi-entity queries.
Let'sBuild!
Have a project in mind or want to collaborate? Feel free to reach out.
© 2026 Marwan Abdellah