Research & Projects
Transforming Expertise Through Web Technologies
The digital interfaces presented on this page have been designed and developed since day one of my Web Technologies learning journey. I use HTML , CSS , JavaScript , responsive design , and UI/UX principles to present my academic, professional, and creative projects as clear, accessible, and interactive web experiences.
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Patent Proposal:
AI Medical Model
2026–Present
Research conducted to address the current issues in medical LLMs that prevent their
safe integration into healthcare organizations
, including the potential hazards to
patient safety
from medical outputs containing hallucinations.
The research examines the main root causes of hallucinations and how it helps build a
clinical reasoning simulation model
integrated with a governance layer, the Clinical Protection Intelligence Protocol (CPIP), and an external
auditing process to
detect and eliminate hallucinations
from medical outputs.
The CPIP link provides access to a clinical validation platform designed to enable physicians to evaluate and validate the CPIP protocol.
🎓 MSC SOFTWARE ENGINEERING MODULES ASSIGNMENTS
2026–Present
This project encompasses the core programming problem-solving assignments for the MSc Software Engineering modules at City St George's, University of London . The implementation pipeline utilizes Python for backend logic, OOP (Object-Oriented Programming) for system architecture, and is integrated within a full-stack environment using HTML, CSS, and JavaScript to ensure robust and scalable solutions.
🧪 AI Clinical Evaluation Framework
2025
Developing robust benchmarking protocols for Large Language Models (LLMs) within clinical environments by executing rigorous comparative analyses of output behaviors across competing AI models on complex healthcare case studies . Operating as a Medical Expert and AI Trainer at Outlier , this research establishes strict safety standards, optimization strategies via structured medical prompting, and auditing metrics under adversarial pressure to ensure compliance with global healthcare guidelines.
🚀
SAP
→
EPIC
– Nuclear Medicine Transformation
2016–2019
Architected the regional deployment of Clinical Decision Support (CDS) for Radiant-Nuclear Medicine. Innovated system architecture by redesigning traditional single-visit workflows into multi-visits integrated procedures pipelines. Led the migration of 200+ mission-critical workflows, ensuring flawless interoperability, state preservation, and data integrity between PACS, RIS, and SAP EHR ecosystems.
🔬
Re-engineering
Bone Density Reports –
DXA
2005–2019
Redesigned the bone densitometry medical report stylesheets within Nuclear Medicine GE reporting to deliver specialized, structured reports aligned with WHO classification standards. In addition, engineered a critical architectural workaround in pediatric report core logic to dynamically calculate pediatric skeletal age —bypassing native system limitations to compute precise, custom Z-scores and securing 100% data accuracy across Saudi Aramco clinical networks.
🌟
School Student –
Talent Portfolio
2026
A responsive digital portfolio designed to preserve and showcase a school student’s
certificates, projects, talents, and achievements
. The platform documents her educational and creative journey in alignment with Saudi Vision 2030 and her
participation in the
Mawhiba Programme
.
It was designed and developed from scratch using HTML5, CSS3, and JavaScript.
🎨 Family Creative Incubator
Demonstrating execution of design thinking , visual hierarchy, and UI/UX prototyping paradigms translated into real-world educational modeling. This section showcases advanced leadership and instructional architecture by mentoring early-stage creators to build high-fidelity interactive models and prize-winning nutritional visual assets.
Jana: Interactive Volcano
STEM Instructional Model
Hadi: Healthy Food
1st Winner Award Asset