AI for Connectivity Hackathon II: Building Resilient Networks Summary

MedVault AI ensures secure, AI-powered health records with offline access, SMS support & blockchain security, bridging healthcare gaps in remote areas.

UP

A fully autonomous, AI-driven connectivity solution that leverages "Giga Nodes"—smart, low-power, solar-powered devices—to establish resilient internet networks in underserved and remote regions.

Creativity with AI

Our project is a simple network management chatbot. It will help teachers, health facility network managers and individuals do basic diagnostic analysis of their network.

Maa Connect

This project uses machine learning to optimize TVWS base stations, predicting interference, failures, and providing AI recommendations. It features a dashboard, a simulation map, and procurement tracking.

VIBOT

AI platform to optimize school connectivity using geospatial data and LLMS for underserved regions

Global Green Guard

AI-Powered Network Planner for Rural Connectivity is a data-driven tool that leverages AI and GIS data to optimize cellular tower placement in rural areas, improving connectivity and network coverage.

CODE n COFEE

Hosting AI G is A seamless AI-powered property management system that enables frictionless host-guest connectivity while integrating with G Bot One to automate 99% of guest interactions.

Giuliano Bot

UniSphere: AI-powered procurement solution for public sector connectivity. Automates RFP analysis & bid evaluation, ensuring transparency, efficiency, and cost savings. Built with open-source AI for seamless integration.

Unisphere

AI-driven network management system leveraging anomaly detection, predictive maintenance, RL cost optimization, and Bayesian energy efficiency. Automated AI agents resolve issues in real-time for scalable, resilient networks

PanaDol Ultra

Mentor Mind Your AI Language Mentor , An AI-powered platform for language learning and career development. Offers offline pronunciation improvement features. Provides interactive learning experiences similar to Duolingo.

CompetitivIA AI Assistantsuite

KONEKTA is a game-changer in AI-powered digital connectivity, ensuring equitable access to knowledge, optimized network performance, and efficient digital resource distribution. KONEKTA is shaping the future of inclusive, AI-driven digital transformation.

Edtech Hub

A tool solve connectivity issue. 1. Solve problem for those who live in low interent zome. 2. Help user to find good vendor interent service provider.

Connectivity matters

NetDeploy AI streamlines network planning for telecom engineers and ISPs using Falcon-7B-Instruct. It offers AI-driven strategies, interactive mapping, and a user-friendly Gradio interface. 🚀

Dark sky

An AI-powered system that diagnoses and resolves network issues in environments with poor connectivity and limited technical expertise.

The Lonelist

Our project aims to provide equitable, personalized education and mentorship to African students through an AI-powered platform, using OpenAI’s GPT-3.5 as a multilingual chatbot, stable diffusion for visual lessons, and ElevenLabs for text-to-speech.

AIonMars

AIrine is a decentralized system that deploys local nodes on Android to provide AI-learning tools in resource-limited regions. It offers assistance and scalable expansion without the need for internet connectivity, ensuring broad accessibility.

Sherift

𝗦𝗣𝗢𝗧 𝗖𝗼𝗻𝗻𝗲𝗰𝘁 leverages AI for predictive 𝗺𝗮𝗶𝗻𝘁𝗲𝗻𝗮𝗻𝗰𝗲, 𝗿𝗲𝗮𝗹-𝘁𝗶𝗺𝗲 𝗺𝗼𝗻𝗶𝘁𝗼𝗿𝗶𝗻𝗴, and 𝗶𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝘁 𝗿𝗼𝘂𝘁𝗶𝗻𝗴 to 𝗥𝗲𝗱𝘂𝗰𝗲 𝗱𝗼𝘄𝗻𝘁𝗶𝗺𝗲 in 𝗽𝘂𝗯𝗹𝗶𝗰 𝘀𝗲𝗰𝘁𝗼𝗿 𝗻𝗲𝘁𝘄𝗼𝗿𝗸𝘀.

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AI-powered Android app turning smartphones into smart Wi-Fi access points, optimizing network coverage in schools and healthcare. AI dynamically routes users to the best signal, enhancing scalability, efficiency, and sustainability in underserved regions.

Astra Link

Optimizes 5G node placement balancing coverage and air quality. It uses population density and AQI simulations to score node locations, ensuring efficient network deployment while minimizing pollution exposure

Fokit

Bridging internet connectivity foR health care facilities through AI

Evarest

AIM Network is a cutting edge opensource AI-powered application for network engineers that integrates with monitoring tools and logs. It automates troubleshooting, provides real-time solutions, and enhances efficiency while reducing downtime.

AIM Network

GeoNode AI is an open-source Flask web application that optimizes telecom node placement in underserved regions using AI-driven KMeans clustering, Sentinel-2 satellite imagery, and an interactive map with drag-and-drop functionality.

Smart Crew

NetExpert offers an AI-driven, open-source solution for optimal network setups tailored to needs, budget, and location. With AI-powered recommendations, automated analysis, and transparent pricing, NetExpert ensures seamless, cost-effective connectivity.

VINASCITECH

Multi Agents Implementation(net1, ene1, cyb1), data scientist analysing data for London Smart City (optimization of networking both on micro and macro scale) with exploring some potential use cases and provide stable/cheap technology systems.

Synthapse

GovLink AI enhances Smart Zambia’s e-government by improving network resilience and connectivity. It monitors network health, predicts downtimes, and automates failover strategies to ensure seamless access to essential digital services.

GovLink Ai SMART Zambia

AI-integrated Zabbix enhances school networks by detecting, analyzing, and diagnosing issues. Using Orca Mini & GPT-4, it provides real-time insights and solutions for better connectivity and IT management. 🚀

IAlovers

A sustainable funding model that bridges the digital divide by reallocating premium internet service fees from affluent regions to support internet infrastructure development in underconnected areas.

Amperes Squad

WiFi Guardian is an AI-powered tool that processes network logs, visualizes data with interactive 2D/3D charts, and generates detailed PDF security reports, ensuring robust WiFi network protection.

AI Innovators

Reduce internet dependency in rural schools through an AI-powered pre-caching system that locally stores educational resources and optimizes access to relevant web content.

PCKit

NetOptimize AI is an advanced AI-powered application designed to streamline telecom policy analysis, network design optimization, and resource allocation.

Synapse Link

A Smart Network Resource Allocation System using Prophet's time-series forecasting for efficient bandwidth distribution, anomaly detection, and energy-aware SDN load balancing. Features a Streamlit dashboard for real-time monitoring and insights.

ByteBand

An AI-driven solution that classifies schools based on connectivity needs and optimizes network expansion using mathematical modelling, reducing costs and ensuring scalable, reliable internet access with minimal investment.

AG Connectivity Taskforce

EneRIC is an innovative project aimed at addressing connectivity issues in developing regions. Specifically, it focuses on the challenges of deploying 5G networks in rural areas, where infrastructure and operational costs are extremely high.

EnerRIC

Network Optimizer is an AI tool that improves network connectivity by analyzing real-time data. It detects weak signals, optimizes infrastructure, and provides insights. With dashboards and smart recommendations, it enhances digital connectivity. 🚀

NetGenius

LafeAINet transforms connectivity complaints in Timor-Leste into actionable insights by combining a user-friendly reporting app, AI-powered analysis, and interactive visualizations.

LAFAEK AI

An AI-powered system optimizing network energy in rural areas with unstable grids, using satellite data and ML for real-time monitoring, dynamic power-saving, and solar integration, cutting costs and ensuring sustainable connectivity.

ConnectAI

Polisplexity blends AI agents with a dynamic digital twin to revolutionize rural network design, using real-time data and VR to optimize infrastructure, empower communities, and enable next-gen telecom planning through immersive experiences.

Hadox Research Labs

AI-driven, self-expanding mesh networks to connect schools and communities, incorporating zero-signal communication for offline access and AI-optimized bandwidth allocation.

Lace

An agentic, natural language dashboard for QoS monitoring

EagleNet

G.E.N.E.O is a Application Function (AF) based on Genetic Algorithm (GA) supervised with Large Language Model (LLM), focused on planning, optimization, and configuration of Edge User-plane Function (UPF) in 5G SA (Standalone) scenarios.

NTT Data Mexico

An eco-friendly shopping assistant that helps users discover sustainable products. It calculates carbon footprints, provides green product recommendations, and empowers users to make more environmentally conscious purchasing decisions.

victus

AI-Driven Predictive Maintenance for Network Resilience. An AI-powered predictive maintenance system that leverages operational, connectivity, and geospatial data to predict network outages and equipment failures.

Revolutionaries

The Cloud Native Inspired Farming Solution. I call it the Kubernetes for food. Such is meant to be an extention / simulation environment for EdenHouse where I bring the logistic network into Minecraft.

Edenhouse

gNIPP uses RAG and Agentic AI technologies for network infrastructure analysis tool designed to provide insights into network tower distribution, coverage, and signal strength. It also serves a guide for procurement policies and infrastructure planning.

Cool Cat

EduMate is an AI study assistant for managing and analyzing study materials. It offers summarization, quiz generation, Q&A, and note-taking using Gemini, FAISS, and Sentence Transformers for efficient learning.

EduMate

Many schools and healthcare centers in underserved areas suffer frequent network downtimes due bad weather The goal is to predict future downtimes using historical network data and provide alerts to preemptively optimize maintenance and response efforts.

Team Robinhood

UptimeAI leverages AI and real-time regional connectivity data to predict network outages before they occur, allowing governments, businesses, and individuals to take protective measures against losses and vulnerabilities.

UptimeAI

AI-Powered Calculation Model for School Connectivity Prioritization. Tool for Visualizing the Next Top 5 Schools Optimal for Connection With Included Cost Predictions and Best Technologies

BezimeniIT

The project uses AI tools to measure network stability by calculating response time (latency) from internet server responses and generating a report on connection speed.

Star

ConnectSense is an AI assistant that simplifies connectivity planning for South Asia's underserved areas. Using RAG, it offers tailored, easy-to-understand advice on telecommunications infrastructure for non-technical users with real time data.

ConnectSense

Public Sector Network Connectivity Analyzer - A robust application monitoring network performance across public institutions. tracks metrics, simulates scenarios, and provides geographic mapping for educational, healthcare, and government facilities.

BIRXUO

Transforming solar infrastructure into an intelligent solar network to bridge the connectivity gap in offgrid and rural areas by directly embedding AI agents in individual solarnodes powering rural communities

Synergy ML

The project is about using open source platforms such as Python and MySQL together with AI intelligence platforms from IBM and Huawei so as to optimize public sector network management. We have selected the third track of optimizing resource allocation

NetConnect

Meet ProfessorSTEM Your Fully AI Platform designed to provide a personalized and structured learning experience through quizzes, study plans, and progress tracking. All is done only using Artificial Intelligence from A to Z

EngiCoders

AI-powered platform optimizing public sector networks with predictive maintenance and energy savings for schools, clinics, and underserved communities.

GridGuardians

Aegis provides a lightweight and low cost approach to predictive maintenance while providing high resilience to internet connectivity loss.

Aegis

AI-driven, blockchain-backed network optimizer providing reliable, sustainable internet access to underserved schools, clinics, and governments. Reduces costs and enhances transparency with renewable energy integration.

AI Powered Micro ISPs

NetPulse AI is an innovative project designed predict network failures and optimize performance using AI-driven analysis of real-time data from Raspberry Pi.

HelixAI

AI-Powered Network Guardian is a prototype that uses AI and Streamlit for automated network monitoring, predictive maintenance, and cost optimization in public sectors. It currently runs on simulated data, not real-time insights.

Dynamic Duo

EduConnect is an AI-powered chatbot that connects students, educators, and institutions in underserved regions. It provides real-time insights, predicts challenges, and suggests solutions to improve education accessibility and quality worldwide.

Code Titans

AGO is an AutoGuided Onboarding chat flow that centralizes CFO reduction project’s communication. It automates scheduling, sends reminders, answers project queries, and gathers feedback to boost efficiency and streamline collaboration.

aimty

NetworkDeployAI helps telecom operators repurpose existing pipeline sections (canalitzacions) from the Generalitat of Catalonia, enabling efficient network deployment. It reduces costs, ensures compliance, and improves connectivity for public services.

Team Vision