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01About Reem Sharaf

Professional Summary

Software Engineer, AI Researcher, and University Lecturer with 7 years of academic experience and a strong focus on Artificial Intelligence, Large Language Models (LLMs), and AI model training.

Currently pursuing a Master's degree in Web Science with a specialization in Artificial Intelligence, conducting research on training, fine-tuning, evaluating, and improving AI models using Python. Experienced in software engineering, systems analysis and design, advanced computer science education, and academic project supervision, with strong programming skills in Python, C#, C++, and Java.

Key strengths

  1. 01LLM training & fine-tuningFine-tuned and evaluated Qwen3-8B for domain-specific Arabic lecture generation.
  2. 02Arabic AI content generationGenerates structured Arabic university lectures from real course and reference data.
  3. 03Multi-agent AI workflowsDesigns agentic pipelines across multiple processing stages.
  4. 04Knowledge representationOntology-based knowledge representation and semantic knowledge organization.
  5. 05Rigorous model evaluationExperimental design and comparative evaluation with ROUGE, METEOR and BERTScore.
  6. 06Systems analysis & designRequirements elicitation, functional requirements, use cases and UML diagrams.
  7. 07Distributed backend engineeringMicroservices with ASP.NET Core, Ocelot API Gateway and RabbitMQ.
  8. 087 years of university teachingSoftware Engineering, Distributed Systems, Compiler Design and AI.
  9. 09Project supervision & trainingSupervises graduation projects and trains university administrative staff.