After KAUST Academy
As of October 2026, Rand works at Crucial Solutions & Services.
Summer projects
Artificial Intelligence Specialization · Cohort 2023
Auditing Auditor
The main purpose of this project is to classify the output of LLMs or any Language model into Malicious or Benign. We aim to be sure that, all the Large Language models developed in Saudi Arabia fits the seven AI ethics principles which are fairness, privacy & security, humanity, social & environmental benefits, reliability & safety, transparency & explainability, and accountability & responsibility.
Artificial Intelligence Specialization · Cohort 2023
Intelligent Culpability Detection System Using Computer Vision
This project aims to automate the process of determining who is responsible for a car accident in order to reduce traffic congestion. Using computer vision, we analyze the pictures B and determine if there is any damage and how deep it is. In addition, the vehicle's position is determined. Furthermore, using a fault recognition decision-making system, we determine which vehicle is responsible for the accident, as well as the mistake percentage of each vehicle.
With KAUST Academy
- Cohort 2023
Artificial Intelligence Specialization
King Abdullah University of Science and Technology · Artificial Intelligence Summer School
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