Louay Abrame
Al-Ahsa
Summary
I am a Computer Science graduate from King Faisal University, with a GPA of 4.61 out of 5.0. Throughout my academic and internship experiences, I've developed strong skills in full-stack development, machine learning, and cybersecurity. I’ve worked on building web applications using technologies like Next.js, Laravel, and Docker, and I have contributed to research on ML-enhanced intrusion detection systems. I'm proficient in Python, PHP, and various modern tools.
Overview
1
1
year of professional experience
1
1
Certification
Work History
Undergraduate Research Assistant
King Faisal University
07.2024 - 03.2025
- Contributed to the ML-based Snort IDS project, leveraging the NSL-KDD and CICDDoS2019 datasets.
- Evaluated machine learning models (Decision Tree, Random Forest, SVM), and analyzed results.
- Conducted literature reviews to support ongoing research projects and findings.
- Facilitated lab experiments under the guidance of senior researchers and professors.
- Collaborated with team members to design and implement research methodologies.
- Prepared presentations to communicate research progress to faculty and peers.
- Engaged in weekly meetings to discuss project updates and share insights with the team.
Software Engineer Intern
Ejarly
01.2024 - 12.2024
- Developed a full-stack app using Next.js and Laravel
- Designed RESTful APIs, implemented CRUD operations, and containerized deployment with Docker
- Collaborated with cross functional team using Git version control
- Assisted in the design and implementation of user interfaces for web applications.
- Participated in daily stand up meetings to discuss project updates and challenges.
- Tested software components to identify bugs and improve overall performance.
- Integrated third party APIs to enhance application functionalities and user experience.
Education
Bachelor of Science - Computer Science
King Faisal University
Al-Ahsa, Saudi Arabia07.2025
Skills
- Frontend: Reactjs, Nextjs, Tailwind CSS
- Machine learning
- Backend: Laravel, Nodejs (basic), MySQL
- ML tools: scikit-learn, TensorFlow, Keras
- DevOps: Docker, Git, and GitHub
- Security: Snort IDS, Wireshark, Kali Linux
- Programming languages: Python, PHP, C,JavaScript
- Operating systems: Ubuntu, Windows
Projects
- Hotel Reservation System
Developed a full stack hotel booking system with user authentication, room availability tracking, and dynamic pricing logic. - Diabetes Prediction Model
Built a machine learning model to classify individuals as Type 1, Type 2, or pre-diabetic using health-related metrics. Implemented using scikit-learn. - Depression Clustering Model
Applied unsupervised learning techniques ( K-Means) to cluster mental health data for early detection of depression patterns. - AI Attendance System using Face Recognition
Created a real-time facial recognition attendance system using OpenCV and deep learning to automate identity verification in classrooms or workplaces. - Clothes Type Classification with CNN
Designed and trained a Convolutional Neural Network (CNN) model to classify clothing items into predefined categories based on image data. - Research Project ML Based Intrusion Detection System
Explored and simulated DoS and DDoS attacks in a virtual lab and evaluated an ML enhanced Snort IDS using NSL-KDD and CICDDoS2019 datasets. Achieved improved detection accuracy and reduced false positives.
Qualifications
- B.Sc. in Computer Science, King Faisal University (2020 – 2025)
- IELTS (Academic): Overall 6.5 – British Council, June 2025
Languages
English
Professional
Arabic
Native/ Bilingual
Certification
- Endpoint Security by Cisco
- Cyber Threat Management by Cisco
- Developers zone 3 by ministry of communications and information Technology of sauid arabia
- Java Script Essential Initiative by Cisco
- android Development Track by Udacity
Soft Skills
- Problem-solving
- Critical thinking
- Communication
- Teamwork
- Research planning
- Attention to detail
- Scientific writing
- Adaptability
Timeline
Undergraduate Research Assistant
King Faisal University
07.2024 - 03.2025
Software Engineer Intern
Ejarly
01.2024 - 12.2024
Bachelor of Science - Computer Science
King Faisal University
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