- Mind Compass - Early Alzheimer's Detection & Memory Stimulation, Building multiple models to detect Alzheimer's and developing artificial intelligence games to help stimulate the patient's memory.
- CO2 Emissions Regression & Loan Approval Classification, Performed data preprocessing and exploratory analysis on the CO2 Emissions dataset, applying outlier handling, duplicate removal, feature correlation analysis, and multiple linear regression with forward feature selection. Built and evaluated multiple classification models (Naive Bayes, Logistic Regression, SVM, Decision Tree, Random Forest) to predict loan approval status, achieving high accuracy through cross-validation and ensemble learning.
- ATLAS — AI Historical Research Platform
Built a bilingual full-stack platform that uses AI and live web research to generate sourced, chronological historical narratives. Integrated verified event coordinates, an interactive MapLibre globe, relevant archival images, cinematic timelines, JWT authentication, and Arabic/English localization.
Stack: FastAPI, Python, PydanticAI, Gemini, Tavily, JavaScript, MapLibre GL JS, Wikipedia/Wikidata APIs, SQLite,
JWT
- Compass — AI Business Data Assistant
Developed a full-stack AI-powered business analytics assistant using FastAPI, Pydantic AI, SQLite, and vanilla JavaScript. Implemented email-based JWT authentication, user-specific long-term memory, controlled natural-language database querying, Markdown rendering, and structured XML chart responses rendered directly in the chat using Chart.js.