Mahad's Portfolio
Unsupervised Anomaly Detection for Cheater Identification in Online Games
Visualize Whirlpools in AR with Real-World Dimensions and Configuration Options.
★ Featured
Marina Virtual Tour using Unreal Engine 5.5 & Pixel Streaming
It is designed to detect anomalies in medical imaging with high precision.
Using a powerful ensemble of state-of-the-art segmentation and classification deep-learning models, the system analyzes MRI scans to identify structural abnormalities across various organs.
The solution produces pixel-level segmentation masks, highlights regions of concern, and classifies detected anomalies—helping radiologists accelerate diagnosis, reduce oversight errors, and improve clinical decision-making.
This project focuses on detecting cheating behavior in online games using unsupervised machine learning–based anomaly detection techniques.
The system analyzes multi-dimensional, user-specific gameplay data including attributes such as age group, player rank, geographic location, progression patterns, and behavioral metrics—without relying on labeled examples of cheating.
By modeling normal player behavior across 7-10 feature dimensions, the algorithm identifies statistically abnormal patterns that may indicate unfair play, exploitation, or automated behavior. This approach enables scalable and adaptive fraud detection, particularly useful in dynamic gaming environments where cheating strategies evolve rapidly and labeled datasets are limited or unavailable.
The solution improves game integrity, enhances player trust, and supports data-driven moderation without manual rule-based enforcement.
Find My Ball is your AI-powered golf tracking companion that makes lost balls a thing of the past. Built with advanced computer vision, it instantly detects and locates balls hidden in grass, trees, bushes, or rough—so you can focus on playing, not searching.Save time, keep your game moving, and enjoy every round with Find My Ball — smart, fast, and accurate.
An AR application to showcase whirlpools. With Augmented Reality, before purchasing a hot tub, you can visualize whirlpools through your smartphone. This app gives real-world dimensions as if the pools were physically present.
It provides options such as seats, color, material, etc., saving significant time over traditional methods.
It is designed to extract, interpret, and summarize complex technical information from PDF documents—particularly those related to mechanical instruments and engineering specifications.
The system processes unstructured text, diagrams, and tabular data, transforming them into clear, concise summaries that are easier to read and understand. By leveraging advanced natural language processing (NLP) and information-extraction algorithms, It identifies key parameters, functional descriptions, safety notes, and technical insights, enabling engineers and technicians to quickly comprehend detailed specification documents.
Mozaico AR lets you visualize stunning mosaic designs on your walls and floors before making a purchase. Using your phone, you can preview how different mosaics will look in your space with ease.
What is Augmented Reality (AR)?
Augmented Reality (AR) enables you to place digital images in your real-world environment through your device’s camera. Simply select a mosaic design, point your camera at your wall or floor, and instantly see how it fits in your space—no guesswork needed!
This project showcases an advanced, AI-assisted pavement inspection tool designed to automatically identify road cracks and major surface distresses using deep learning–based semantic segmentation.
The system analyzes high-resolution road imagery and accurately classifies defects such as cracks, potholes, raveling, and surface wear. By leveraging state-of-the-art segmentation models, it delivers pixel-level precision, enabling faster, safer, and more cost-effective road-condition assessment for municipalities, contractors, and infrastructure planners.
This tool significantly reduces manual inspection effort while improving consistency and reliability in road-health monitoring.
► Interactive Learning for Tomorrow’s InnovatorsIt’s a known fact: children thrive when engaged interactively.
Introducing the STEM Buddies: Doc, Victor, Helix, Cookie, and their tech-savvy dog Issy.
They’re here to navigate your child through the STEM realm, breaking down complex topics, showcasing science for kids videos, and ensuring each concept resonates.
You’ve been captured by the Dark Wizard “Red Beard” who has taken you to become part of his Zombie Army. “Red Beard” is a huge fan of Tag, it’s his favorite sport, so “Red Beard” has created a high stakes game of tag where the last survivor will win their freedom, keep their humanity, and win a Pizza Party in their honor. “Red Beards” favorite food is Pizza and his Zombie chefs were trained in Italy to make the best Pizza for the winner of the Tag Tournament. Do you have what it takes to keep your Humanity and win that Pizza Party!?!