USABILITY · USER EXPERIENCE · AI · RESEARCH
Usability & User Experience Research
This website presents my research, experimental work, and applied projects at the intersection of Usability, User Experience, Artificial Intelligence, and software development.
Research Focus
Designing Better Digital Experiences
One of my primary research interests is Mobile Usability. My work examines how interface design, interaction patterns, input mechanisms, and usability principles affect the overall quality of digital experiences.
The broader objective is to understand how user-centered design methods, experimental evaluation, and emerging technologies can be combined to create systems that are effective, efficient, understandable, and satisfying to use.
Current Study
Evaluating Input-Form Design
Our research is structured across two levels. At the macro level, we evaluate prototypes and their overall performance. At the micro level, we investigate specific interface components, with particular attention to input-form design and its evaluation against established usability standards and guidelines.
Research objective:
Identify the input-form design that best supports end users in terms of usability, efficiency, and design quality.
Feedback is collected in two sequential phases involving two distinct participant groups.
Selected Work
Software & AI Projects
A selection of experimental software and AI projects exploring practical applications of machine learning, data science, APIs, and interactive systems.
FTP Server
A free software project developed as part of my experimental and technical work.
Tetova Attractions Map
An AI-assisted interactive project presenting attractions and points of interest in Tetova.
Telecom Customer Churn Prediction
A machine-learning project focused on predicting customer churn in the telecommunications domain.
Airbnb Rental Price Prediction REST API
An experimental AI and REST API project designed to predict Airbnb rental prices.
Featured Project
Tetova Attractions
A short visual introduction to the Tetova Attractions project.
Researching Technology Through a User-Centered Perspective
My work combines usability research, UX evaluation, artificial intelligence, and software experimentation with the goal of understanding how technology can better support real users and real-world tasks.