Brokerage Platform: Look to Existing Proposals & Ideas

Objective of Project Idea:
- The primary objective is to develop and implement a sophisticated, real-time sewer risk management system built upon a Geographic Information System (GIS) platform. This system will utilize data streams from strategically deployed IoT sensors and leverage advanced Artificial Intelligence (AI) algorithms, including Machine Learning (e.g., Ensemble Learning, SVM, Robust Regression) and Deep Learning (e.g., GNN, GCN, LSTM), for predictive analysis and risk assessment. - Key functionalities include: 1) Sinkhole Risk Analysis: Analyzing and predicting sinkhole formation potential by integrating real-time IoT data with spatial information such as sewer pipe conditions, leak history, land use, groundwater levels, and surrounding underground[...]
Name: Cho, Jae-wan

Objective of Project Idea:
1. Creating Inclusive Employment Opportunities for Persons with Disabilities The primary objective of this smart factory project is to integrate individuals with disabilities—such as those with cerebral palsy (CP), wheelchair users, individuals with intellectual disabilities, and the deaf—into sustainable employment. This project will focus on providing accessible, meaningful job roles that empower people with disabilities to work in a factory setup, preparing them to transition to the open labor market. By designing the factory to meet their specific needs, this project aims to eliminate employment barriers, offering a supportive and productive environment where workers with disabilities can excel. 2. Utilizing[...]

Objective of Project Idea:
Project Scope DataMind AI is designed to address the internal needs of a manufacturing company by leveraging artificial intelligence (AI) technologies to optimize workflows, automate repetitive tasks, and enhance decision-making processes. The project strengthens the existing software infrastructure with cutting-edge AI capabilities, providing a scalable and flexible platform that seamlessly integrates with various enterprise systems. Built on an open-source AI framework, DataMind AI leverages advanced deep learning models, such as DeepSeek, Mistral, Llama, Falcon, BLOOM, or GPT-NeoX, fine-tuned with company-specific data. The project will evaluate and select the most suitable framework at the start phase, ensuring optimal performance for internal[...]
Name: Haluk Gökmen

Objective of Project Idea:
1. Creating Inclusive Employment Opportunities for Persons with Disabilities The primary objective of this smart factory project is to integrate individuals with disabilities—such as those with cerebral palsy (CP), wheelchair users, individuals with intellectual disabilities, and the deaf—into sustainable employment. This project will focus on providing accessible, meaningful job roles that empower people with disabilities to work in a factory setup, preparing them to transition to the open labor market. By designing the factory to meet their specific needs, this project aims to eliminate employment barriers, offering a supportive and productive environment where workers with disabilities can excel. 2. Utilizing[...]
Name: mahlogonolo

Objective of Project Idea:
The objective of this project is to revolutionize WiFi testing by integrating AI-driven automation to optimize test execution, enhance anomaly detection, and ensure seamless device interoperability. Traditional WiFi testing methods are slow, labor-intensive, and fail to adapt dynamically to real-world network conditions. As WiFi networks become more complex with 5G, IoT, and high-density deployments, current approaches struggle to detect and resolve performance issues efficiently. This project aims to develop an AI-powered test automation system that enables: Intelligent Test Case Generation – AI dynamically adapts test scenarios based on network behavior. Automated Device Classification – Machine learning categorizes devices for optimized[...]

Objective of Project Idea:
A framework for quantitatively measuring application QoE using application vendor information, crisscrossing them with wireless edge issues, and proposing cures. Also finding root cause of bad experience in the networking pipeline (i.e., Wi-Fi & FWA). For an end goal of improved end-user Internet experience, improved end-user QoE on QoS-sensitive applications.
Name: Mehmet Şükrü Kuran

Objective of Project Idea:
The rapid development of AI, including emerging AI devices, AI applications and services, is driving the need for an AI-native architecture that integrates intelligence into network functions, procedures and operations. This proposal explores next-generation system architecture to support the needs emerging AI agents - intelligent systems capable of real-time decision-making, adaptive learning, and human-like interaction. By embedding AI agents directly into the communication infrastructure, this approach enhances efficiency, autonomy, and user experience across various domains, from human-machine collaboration to autonomous network planning and design. Unlike conventional AI-driven optimizations, a native AI-based network architecture treats AI as an intrinsic component rather[...]
Name: Andrey Krendzel

Objective of Project Idea:
This project focuses on creating and testing a cutting-edge Open RAN platform built for future 6G networks. We will target the emerging “cm-wave” frequency ranges (6–8 GHz and 14–15 GHz) to demonstrate how next-generation wireless solutions can deliver ultra-fast data rates, low latency, and advanced features like joint communication and sensing (JCAS). On the hardware side, we aim to design high-performance radio front ends—power amplifiers, antennas, and filters—that are both efficient and adaptable to new bands. We will also explore “gigantic” MIMO configurations to boost capacity and coverage. On the software and algorithm side, we plan to incorporate sophisticated AI/ML techniques (implemented[...]
Name: karthik krishnegowda

Objective of Project Idea:
This project aims to improve industrial workplace safety by developing an intelligent access control system integrating biometric and facial recognition technology. In high-risk industries like manufacturing, where machinery such as roll forming machines is prevalent, safety is crucial. Unauthorized personnel or improper equipment handling can lead to accidents, misuse, and downtime. To address this, the project introduces a software solution that restricts machinery access solely to authorized operators, reducing accident rates and ensuring compliance with safety standards. The project includes cloud-based data analytics and communication among the distributed manufacturing machines to predict and enhance safety measures. By analyzing biometric data[...]
Name: Selin Akçay

Objective of Project Idea:
This project aims to create a comprehensive cybersecurity solution for personal mobile devices, addressing common threats like phishing, grayware, and MITM attacks. Our goal is to reduce data leaks and improve the user experience while strengthening European data sovereignty. The EMCP will reduce the number of individuals suffering of high-sensitive data leakage, improve the UX of built-in-mobile-devices cybersecurity facilities and increase the individual's ability to self cyber-protection, in addition to increased protection from cyberthreats and cybercrimes for personal mobile-devices and a strengthened European data sovereignty by improved resilience and safety.