NFT Collections Generator
A multi-stage deep learning pipeline combining DCGAN, SRGAN, and dual-discriminator architectures to generate high-quality, unique digital artwork for NFT collections with style blending and super-resolution enhancement.
651 words
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3 minutes
Peer Store
A location-based marketplace Android application that allows users to buy and sell items with AI-powered image recognition and real-time chat functionality.
521 words
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3 minutes
SDN Performance Analysis
SDN performance analysis framework comparing network topologies using Mininet simulation, Ryu controller, and D-ITG traffic generation to identify bottlenecks and optimize network capacity.
638 words
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3 minutes
Bitcoin Address Clustering
A comprehensive implementation of Bitcoin address clustering using multiple heuristic conditions for blockchain analysis and chain analysis applications.
752 words
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4 minutes
Predicting Online News Popularity
Multi-class classification model predicting news article popularity from 39K Mashable articles. Uses strategic class balancing (1/3, 1/4, 1/5, 1/6, 1/7 distribution) and feature selection to handle severe imbalance. Final SVM achieves 0.65 accuracy, 0.25 F1-macro.
736 words
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4 minutes
Home Energy Management System with Reinforcement Learning
Intelligent Home Energy Management System using Multi-Agent Reinforcement Learning and Neural Networks to optimize electric vehicle charging. Implements 4 battery management strategies with real-world data validation, achieving up to 16.89% cost reduction.
833 words
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4 minutes
CatSScript Website
CatSScript Website is a simple web app built with HTML, CSS, JavaScript, and PHP.
117 words
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1 minutes
QuizArt App Design
QuizArt is a mobile app that combines quizzes with cultural heritage exploration. Users earn points by participating in daily and weekly quizzes, which can be redeemed for vouchers to visit cultural landmarks.
1062 words
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5 minutes