📧 Email: rana.k.alngashy@gmail.com
📧 LinkedIn: https://sa.linkedin.com/in/ranaalngashy
Hey there! 👋 I'm Rana, an Information Technology student passionate about AI, machine learning, and data mining. I'm currently exploring how AI can be applied in real-world scenarios.
🎓 Bachelor of Information Technology
🏫 King Saud University
📅 Expected Graduation: 2027
An AI-powered prototype that detects crowds, analyzes movement, and recommends the best gate to enter — helping improve fan experience and reduce congestion.
- Built with: YOLOv8, Optical Flow, Flask, OpenCV, Python
- Features: Crowd detection, movement tracking, heatmaps, predictions, and energy-efficient gate suggestions.
- Status: MVP complete — still learning and improving
🚦 Working on a data mining project that classifies accidents as high, medium, or low severity using data mining algorithms.
- Technologies: Python, Scikit-learn, Pandas
- Key Features: Data preprocessing, classification models, visualization of accident trends.
📌 Deep Learning Specialization – DeepLearning.AI (Coursera) (In Progress)
📌 TensorFlow Developer Certificate – TensorFlow (In Progress)
📌 AWS Certified Machine Learning – Specialty – Amazon Web Services (Planned)
- 💻 Languages: Python,Java,JavaScript, SQL
- 📊 Data Science & AI: TensorFlow, PyTorch, Scikit-learn
- 🛠️ Developer Tools: Git, Jupyter Notebook
- 📈 Visualization: Matplotlib, Seaborn
- 💻 Web Structure & Styling Languages: HTML, CSS
- 🎨 UX/UI Design: Figma, Adobe XD, User Research, Wireframing
- 🥈 Sustainathon Winner – Designed an innovative platform for fresh engineering graduates, integrating AR/VR and blockchain technologies to streamline project development and compliance with the Saudi Building Code. Won the second place among 300 competing teams, in TCS Sustainathon..
- 💡 Participated in multiple hackathons, solving challenges in AI, data science, and UX/UI design.
📌 AI & Data Science Student Projects
- Working on machine learning and data mining projects as part of coursework and independent learning.
- Developing skills in data preprocessing, model training, and evaluation.
☁️ AWS Cloud Basics
🌐 Introduction to IoT
🚀 Hands-on Machine Learning Training
✨ Still learning and growing in the AI and data science space! Open to discussions, collaborations, and new opportunities. Let’s connect!