Digital Product Projects
Core Skills
- Product Roadmapping
- Agile Methodologies
- Jira & Notion
- Backlog Management
- User Journey Mapping
- Market Research
- UX/UI Design Principles
- Quality Assurance (QA)
- User Acceptance Testing (UAT)
PenceAI
AI-advisor to help achieve goals of sustainable financial management. The main goal of the PenceAI project is to develop an AI-powered personal finance advisor to help users manage their finances, provide budgeting advice, and suggest investments.
Nafas Mobile App: Product Enhancement
Suggested Features for Nafas Mobile app, including gamification, a learning path, journaling and breath exercises.
Tabby UI Microcopy and Localization
Use case of Saudi dialect localization of the UI Microcopy for the amazon git user-flow, along with the success and failure messages.
Data Science Projects
Core Skills
- Python
- TensorFlow
- Keras
- PyTorch
- Scikit-learn
- Pandas
- NumPy
- Streamlit
- OpenAI API
- Tableau
- SQL
- Git
- Docker
LLM Projects
Sakinah-AI at MentalQA
A comparative study for Arabic mental health question classification using few-shot, optimized, and ensemble methods with CAMeL-BERT and AraBERT for the MentalQA 2025 Shared Task.
MorphoArabia
A morphologically-aware approach for assessing Arabic text readability, submitted to the BAREC 2025 Shared Task. Uses CAMEL Tools for deep morphological preprocessing.
Sentiment Analysis using LLaMA 3.1
Implements sentiment analysis on the IMDB dataset using in-context learning (zero-shot and few-shot) with the Llama 3.1 8B instruct model.
Fine-tuning Wave2Vec for Arabic ASR
An Automatic Speech Recognition (ASR) system for Arabic, developed by fine-tuning the wav2vec 2.0 model on the Common Voice dataset.
Bilingual CAT Tool (PDF to Word)
Provides a free, open-source alternative to commercial CAT tools. It extracts text from PDFs, segmenting it for easy bilingual translation and presenting it in an editable table format.
Summrize.ai
An AI-powered tool for summarizing complex legal documents, such as terms of service and privacy policies, into clear, concise, and easy-to-understand summaries.
Smart Guide
A personalized Saudi Arabia tourism assistant using OpenAI's GPT-4. Provides detailed recommendations based on user preferences for location, budget, trip type, and more.
Computer Vision
Deep Learning for Arabic Sign Language
This project utilizes the Arabic Sign Language (ArSL) dataset to train a deep learning model, creating a computer vision application that assists people to foster inclusive communication.
CV for Remote Physical Therapy
This project uses a dataset of PT exercises to train a deep learning model, creating a computer vision application that assists patients as they perform rehabilitation exercises.
Machine Learning
BIG-IDEAs Lab Glycemic Variability and Wearable Device Data
Predicts glycemic variability using wearable device data and machine learning. The project provides a non-invasive way to monitor blood glucose levels, aiming to improve diabetes and pre-diabetes management. Feature engineering includes time-series analysis, lag features, and interaction features. The model achieves strong clinical metrics and is deployed for interactive use.
Palm Farm Analytics: Tamra-Thon Hackathon
Multi-model pipeline for the Tamra-Thon Hackathon, using satellite imagery and machine learning to address challenges in the date palm industry. Includes a "Farm Performance Score" (K-Means clustering), 7-day NDVI health forecasting (LightGBM), and anomaly detection (Isolation Forest). The solution enables farm ranking, proactive alerts, sustainability insights, and supply chain forecasting. Features advanced time-series engineering, weather integration, and interactive dashboards.
Data Visualization
Monsha'at 2023 Report
Analysis of Saudi Arabia's business establishments in Q1 2023, categorized by size and economic activity, sourced from Monsha'at's Open Data Platform.
USA Retail Superstores
Analysis of a US retail superstore's data, creating a dashboard to track key metrics and provide insights to management. The dashboard gives an overview of performance and identifies areas for improvement.
TATA: Online Retail Analysis
A consultant-led analysis of an online retail store's data to identify key revenue drivers and provide strategic recommendations to the CEO and CMO from marketing and operations perspectives.
Full Stack Development Projects
Eastern Philosophers: Interactive Exploration
A web-based interactive application to explore the lives, works, and influences of prominent philosophers in the Islamic world. Features a timeline, categorized view, and dynamic influence map using D3.js. Responsive and visually engaging.
Cryptography Visualization Platform
An interactive platform designed to make cryptography theories and algorithms intuitive through visualizations. Features smooth navigation, high HCI/UI/UX standards (Nielsen heuristics), and educational content for various cryptographic concepts. Built with HTML, CSS, Bootstrap, and JavaScript.
SheRyhs: Menstrual Cycle Tracking & Wellness
A comprehensive, user-friendly web application for menstrual cycle tracking, wellness insights, and personalized recommendations. Features include interactive cycle visualization, daily journaling, phase-based advice, hormonal horoscope, community forum, secure authentication, and an integrated workout app. Built with React, Vite, TypeScript, Tailwind CSS, and Supabase.
Cairo University Portal
A full-stack web application built with Flask to serve as a central hub for higher education institutions, streamlining academic and administrative processes for students and administrators.