Software Design
This project is an integrated approach to approximating an unknown scalar field using Gaussian Process (GP) Regression with a ground robot. The challenge stems from the safety constraints of…
CWSF · 2026
Digital Technology
Bronze Medal
Constraint satisfaction problems are widely used in scheduling, logistics, and planning systems. Classical solvers handle most instances efficiently, but hard instances trigger exponential s…
Software Design
In recent years, artificial intelligence has been thoroughly integrated into different social media algorithms, changing the way different content is recommended to users. This study aimed t…
CWSF · 2026
Digital Technology
Silver Medal
Every 9 seconds, one person dies from diabetes, yet current technologies have significant limitations. I engineered a first-of-a-kind hybrid Physics-ML "glass-box" engine reconstructing each…
Software Design
Alzheimer’s disease (AD) is a progressive neurodegenerative disorder characterized by heterogeneous cognitive decline, including episodic memory loss, semantic impairment, and visuospatial d…
Software Design
Misdiagnosis remains a critical challenge in dental radiography. In a study where 151 Egyptian dental professionals were surveyed, 94.7% identified it as urgent issue, with over 90% reportin…
CWSF · 2026
Digital Technology
We designed and built a Smart Pill Container that helps seniors take their medications on time and reduce related health risks. We were inspired to create this project by a lovely neighbor o…
Software Design
Passwords are failing. Stolen credentials are now responsible for over 88% of online attacks, and systems are unable to detect when an attacker bypasses a login screen or accesses an unatten…
Software Design
Severe Speech and Motor Impairment (SSMI), including conditions like advanced-stage ALS, progressively traps individuals in their bodies. This loss of muscle control and communication abilit…
Software Design
Gaze keyboards require people with ALS to spell words one letter at a time, a process that is slow, exhausting, and forces users to translate simple thoughts into tedious typing sequences. E…
Software Design
The efficiency of student learning is often hindered by complex academic tracking systems that prioritize administrative needs over student clarity. This project developed KazLib, a digital…
Software Design
Twelfth grade students frequently encounter challenges related to their academic performance, which could be due to limited study strategies and ineffective learning habits. KeyserKat aims t…
Technology Enhances the Arts
Kintsugi is a traditional Japanese restoration technique for repairing broken objects, making them more beautiful and cherished over time. Rather than hiding damage, kintsugi highlights repa…
Software Design
Culinary recipes are complex, semi-structured objects that combine a mix of language, nutrients, steps, and much more to define how a food item should be prepared. Since this can be difficul…
CWSF · 2026
Digital Technology
The LEO Medusa is a customizable printed circuit board designed to make electronics and programming more accessible for students of all experience levels. It is part of LEO (Light Embodied O…
CWSF · 2026
Digital Technology
Bronze Medal
Les gants à percussion offrent une alternative novatrice à la batterie traditionnelle, en permettant de jouer de la musique du bout des doigts. Grâce au phénomène peu connu qu’est la piézoél…
Technology Enhances the Arts
Current speech-to-sign language translation systems cannot express the emotions behind the words, making it difficult for deaf and hard-of-hearing individuals to fully grasp the speaker's tr…
CWSF · 2026
Digital Technology
Bronze Medal
This study benchmarks ten large language models on their ability to extract and classify software user pain points from thousands of real-world feedback records across four platforms: G2, Ca…
Software Design
Photodynamic Therapy (PDT) is a non-invasive treatment for esophageal, skin, and non-small-cell lung cancers that relies on light-activated drugs called photosensitizers to generate cytotoxi…
Software Design
MANTIS is the first entirely computerized muon-based subsurface imaging system. Its goal is to deliver a fully non-invasive and remote method for underground imaging that eliminates the need…
CWSF · 2026
Digital Technology
Many individuals face challenges when trying to identify medical conditions early, including limited access to healthcare, lack of medical knowledge, and uncertainty about the severity of sy…
CWSF · 2026
Digital Technology
This project touches on how we use a Multi-Level Water Detector to prevent wastage of water due to negligence and not being able to see of know when the overflow does happen. With the device…
Software Design
Soybean diseases cause substantial annual yield losses. Existing detection methods rely on experts or lab examinations of fields, which can be labor intensive and inaccurate, or image classi…
Software Design
Data clustering is an unsupervised machine learning technique that groups similar data points together based on their characteristics. Although numerous data clustering algorithms have been…
Software Design
Artificial intelligence education faces a dual challenge: tools that provide accessibility limit control over neural network design, while flexible frameworks impose significant programming…
CWSF · 2026
Digital Technology
Silver Medal
Deafblindness is a combined disability of vision and hearing impairments that create significant challenges to communication and information access. Many deafblind individuals rely on interv…
Software Design
Conventional navigation aids for the visually impaired often suffer from estimation errors during non-linear maneuvers and fail to detect hazards obscured by crowds or corners. This study pr…
Software Design
Climate volatility remains a primary obstacle to global food security, subjecting 500 million subsistence farmers to catastrophic financial losses due to the disconnect between traditional p…
Software Design
Electromyographic (EMG) signals carry neural control information and are widely utilized in neural-machine interfaces (NMIs) for applications such as prosthetic control and virtual reality.…
Technology Enhances the Arts
Poetry rewriting requires more than fluent paraphrasing; it must preserve the source poem’s meaning while reproducing a target author’s persona, including diction, cadence, punctuation, and…