Computer Scientist with a focus on AI Systems & Real-World Deployment. I build RAG pipelines, LLM-powered tools, and full-stack applications — turning complex data into practical, production-ready products.
My journey so far
King Fahd University of Petroleum & Minerals (KFUPM)
Focusing on AI systems, data engineering, and real-world software deployment. Oracle AI Foundations certified.
EducationRoboNexus | KFUPM
Leading sponsorship & partnership acquisition for a global robotics competition. Managing competitor outreach and cross-regional coordination.
LeadershipPwC Middle East
Gained insight into enterprise-level AI integration and decision-support systems. Learned to align technical recommendations with business stakeholder objectives.
WorkKFUPM & Regional Events
Academic Mentor (English & Math). Finals — Logistathon & Aramco Consulting Championship. Co-organized MECC Hackathon. Local Ambassadors Coordinator, GSR Conference.
CommunityThings I've built — from research to production
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Building a RAG + LLM pipeline that turns sensor CSVs and inspection photos into compliant PDF reports for O&M firms. Production-grade pipeline with structured outputs and domain-specific compliance formatting.
Independent research applying AI-driven generation of clinical documentation — extending the Reportra pipeline concept to healthcare. Exploring LLM-based structuring of unstructured medical data into compliant clinical records.
Built and evaluated KNN, SVM, and MLP classifiers on the Car Evaluation dataset using scikit-learn. Performed data preprocessing, cross-validation, and performance analysis with confusion matrices.
Contributed to a web-based course discovery and tutoring platform in a team setting. Handled feature workflows, UI logic, and academic data organization using software engineering principles.
This site — built from scratch with HTML, CSS, and vanilla JS. Features dark/light theming, GitHub API integration, live search & filtering, typing animation, animated skill bars, and a responsive timeline.
My current tech stack
My latest public work on GitHub
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Have a project in mind? Let's work together!
leen.n.refka@gmail.com
+966 55 034 8781
Dhahran, Saudi Arabia
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