Generative AI
2024
Metrwnos Chatbot
A RAG-powered legal intake and Q&A chatbot for an Egyptian law firm, answering common Egyptian law questions in Egyptian Arabic and handling first contact with prospective clients.
Case studies
Projects
ML engineering work, research builds, and earlier UX case studies, written up in full: the problem each one set out to solve, the constraints, what I actually did, and what I’d credit as the outcome.
Recommendation System
2024
EVNTO
Centralized Mansoura University activity-booking concept informed by competitive research and a student survey, built with the IEEE Vectories team.
Time Series Analysis
2024
AQSA
A research project on AI decision support for early-stage startups (a generative chatbot, an automated data analyser, and a forecasting module), designed and prototyped as a team, with a published report.
UX Research
2023
Grow Registration Form
UX research on registration-form steps and the effort users actually face at each one, challenging the assumption that fewer steps always means less friction.
UX Research
2022
Ecommerce Checkout Process
UX research and design work aimed at reducing checkout abandonment with a simpler ecommerce checkout flow.
UX Design
2022
Inspiring Art App
Mobile art app concept for finding exhibitions, masterpieces, artist bios, and art-related experiences in a single tap.
UX Research
2022
TStore Product Details
Improved product details page for TStore, an ecommerce t-shirt store, focused on customer experience, sales, and loyalty.