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AI for Connectivity Hackathon II: Building Resilient Networks

Join a Global Hackathon to Revolutionize Public Sector Networks with AI!

🔍Create AI-driven, open-source solutions to optimize public sector network management in critical areas like predictive maintenance, total cost optimization (TOC), and energy efficiency—enhancing public sector networks' scalability, efficiency, and sustainability in underserved regions.


📅 Join us February 28–March 2, 2025: Participate online or in person in vibrant Barcelona at NTT DATA Living Lab, on the sidelines of MWC 2025, to collaborate with peers worldwide and shape the future of public sector connectivity.


👨‍🏫 Work alongside experienced industry mentors who will provide guidance and insights to elevate your solutions.


💰 $5,000 prize pool for the winners!


🏆 Compete for a chance to join the lablab NEXT incubator program!


🧑🏻‍💻 Don’t wait! Sign up now to secure your spot before the Kick-Off!

AI for Connectivity Hackathon II: Building Resilient Networks  event thumbnail
Join our Hackathon Discord channel to stay updated with the latest announcements, receive support, and collaborate with mentors and the community.
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Hackathon overview

The AI for Connectivity Hackathon builds on the transformative mission of Giga, an initiative by UNICEF and ITU that aims to connect every school worldwide to the internet and every young person to opportunities and knowledge. This hackathon invites participants to use open-source AI technologies to address the pressing challenges of managing public sector networks—ensuring efficient, cost-effective, and sustainable operations for critical institutions like schools and health centers in underserved regions.


Public sector connectivity networks are digital infrastructures providing internet and communication services to institutions such as schools and healthcare facilities. These networks are essential for enabling equitable access to education, healthcare, and governance, particularly in remote areas. Optimizing their management is crucial to bridging the digital divide and advancing the UN Sustainable Development Goals (SDGs).


This challenge is the second edition of a global series designed to bring together AI developers, educators, and innovators to co-create impactful solutions. Winning teams will gain access to an incubation program that provides mentorship, resources, and technical credits to transform their prototypes into impactful, real-world tools.

Join the on-site event in Barcelona, Spain

For those joining the hackathon on-site, we’re thrilled to welcome you to the NTT DATA Living Lab in Barcelona, Spain! Here you’ll gain exclusive access to top mentors, collaborate with a passionate community, and access on-site support to bring your AI ideas to life.

The AI for Connectivity Hackathon on-site event is co-hosted with NTT DATA, which aims to create, share and promote knowledge on innovation and cross-sector partnerships in the Barcelona ecosystem.


Don’t miss out - apply for a seat to secure your spot and join in person or online! ✨ 

Apply to take a seat!

To participate in our hackathon, you must complete the application process. This applies to both online and onsite participants.

🌐 Online Participation

- Apply for a seat to enroll in the Hackathon

- Fill out the registration form

- Participate remotely from anywhere 

🌉 Onsite Participation in Barcelona
- Must be present in Barcelona during the event
- Individual applications welcome
- Option for onsite matchmaking
Selected individuals may be eligible to have their travel and accommodation expenses covered

⚠️ Important Note for All Participants
Whether you're joining us online or onsite, all participants must complete these steps:

1. "Apply for a seat" on the lablab.ai event page and wait for approved.
2. Fill out registration form for Online or/and Onsite event.
3. Create or join a team
4. Submit your project through the lablab.ai platform


Find our event on DevITJob! 

Participate in this hackathon to develop open-source AI-driven solutions that tackle complex challenges in designing and maintaining resilient, efficient, and sustainable public sector networks for underserved regions.

Public sector connectivity networks are digital infrastructures that provide internet and communication services to public institutions such as schools, healthcare facilities, and government offices. These networks enable equitable access to essential services, fostering education, healthcare, governance, and economic development, particularly in underserved or remote areas. They are essential to bring connectivity, in our increasingly digitized world, to every corner of the globe.


This hackathon challenges participants to address pressing global issues by leveraging advanced AI technologies to improve the planning, procurement, operations, and maintenance of public sector networks. Innovators are encouraged to design creative solutions that enhance the efficiency and sustainability of these networks, improve access to critical services, and empower communities.


Optimizing Public Sector Networks:

 
Public sector networks provide essential connectivity for schools, healthcare facilities, and government services. However, challenges in planning, procurement, infrastructure design, and resource allocation often hinder their efficiency and scalability.

This hackathon invites participants to develop AI-powered, open-source solutions that improve how these networks are designed, managed, and optimized—ensuring resilient, cost-effective, and scalable connectivity for underserved regions.


🔹 Your solution must align with at least one of the tracks below, but you are encouraged to combine multiple areas for greater impact.

Challenge Tracks

📜 Track 1: Procurement & Policy Innovation

Focus: Streamline early-stage connectivity planning and procurement.

 Policy & Regulation Analysis: Use AI to decode local regulations and financing models.

 Vendor & Contract Optimization: Create solutions for smarter vendor selection and contract management.

 Impact Forecasting: Model procurement strategies to predict rollout speed and long-term sustainability.

📡 Track 2: Network Design & Strategic Planning

Focus: Leverage data-driven insights to help design, plan, and blueprint scalable, cost-efficient network infrastructure for rural and remote areas.


 Terrain & Demographic Analytics: Utilize satellite imagery and AI to identify optimal node placements based on geography and population density.


 Cost-Efficient Architecture ModelingSimulate scalable, low-cost network designs tailored to local conditions.


 
Community Asset Mapping: Integrate local data to ensure designs meet on-the-ground needs.


 Infrastructure Blueprint Optimization: optimize the integration and layout of future network assets, ensuring that infrastructure is optimized from inception for performance, scalability, and cost efficiency.


⚡ Track 3: Optimizing Resource Allocation


Focus: Maximize the potential of existing/underleveraged network assets to deliver high-quality digital services.


 Asset Utilization Analytics: Identify dormant or underused infrastructure with AI-driven mapping tools.


 Last-Mile Enhancement: Optimize signal strength, speed, bandwidth, and reliability where basic infrastructure is already in place.


 Service Resilience:
Develop solutions that sustain network performance under typical constraints of rural and remote areas, including extreme or variable local conditions.


 Digital Service Activation: Create platforms that transform existing connectivity into robust, community-focused digital services.


🚀 Push the Envelope with Advanced Telecom Innovations for Future Networks



Participants are encouraged to explore next-gen telecom technologies to maximize impact and scalability.

 Advanced Network Architectures: Experiment with the latest network technologies, network slicing, and massive MIMO to boost capacity and reliability.

 Edge Computing & Virtualization: Leverage Network Function Virtualization (NFV), Software Defined Networking (SDN), and edge computing for dynamic, scalable network operations.

Use cutting-edge telecom innovations to build smarter, more efficient, and future-ready public sector networks.

Resource Hub

Unlock the Ultimate Resource Hub for Network Innovation


Explore our carefully curated guide designed to accelerate your network development projects.This collection includes datasets, tools, and simulators tailored to help you analyze connectivity gaps, optimize networks, and explore advanced technologies like 5G. Whether you’re working on rural connectivity, infrastructure planning, or cutting-edge telecom solutions, this resource hub equips you with everything you need to build impactful solutions efficiently.


Click here to access the guide and start exploring!

Build with your favourite technology

Select your preferred technology for app development.


Use any open-source technology to develop an innovative solution that addresses the challenge. Submissions must comply with the open-source requirements, ensuring transparency and accessibility of your project.

  • 👉 Visit our AI Tech pages to discover available technologies.

  • 👉 Check out our tutorials for detailed guidance on implementation. Start your project with Lablab.ai resources!

🔍 Note: While we encourage using tools listed on AI Tech, participants can also utilize any open-source technology not mentioned there, provided it aligns with the hackathon’s goals.

Get AI/ML API Credits!

 Hey builders! 🚀


Exciting news for the teams who created or joined a team for the hackathon! Thanks to our partner AI/ML API you have a chance to get exclusive FREE access to various models to help jumpstart your AI projects, We’re giving away 1000 keys with $20 in AI/ML API credits, 


Promo code: AIGIGA


With over 100 models from OpenAI, Anthropic, LLama, and Qwen, the AI/ML API covers all your needs, from image generation to computer vision with just one API. ✨ 
Here’s how you can claim your bonus and get started:


How to apply a Promo code 👉 link


Please note that the AI/ML API is a subscription-based service. If you do not plan to continue using it after the hackathon, please remember to cancel your subscription to avoid any charges.

How to cancel the subscription 👉 link

For the technical support, visit AI/ML API Discord.



🎁 Don't miss out on this incredible opportunity. Gather your team and sign up now! ⏳✨


*AI Generated Imagery

Prizes

Winner

💰 Cash: $3,000

2nd Place

💰 Cash: $1,500

3rd Place

💰 Cash: $500

🏆Acceleration Opportunity

The top teams from this hackathon will secure a spot in the exclusive 6-week GIGA & lablab NEXT incubator program.

Please be aware that participation in lablab.ai hackathons is voluntary and subject to the specific rules and conditions outlined for each event. While we strive to provide a fair and rewarding experience for all participants, we cannot guarantee entry or success in securing prizes. All prizes and opportunities are subject to availability and participants must meet the established criteria to qualify. lablab.ai is not responsible nor held liable for any commitments or offers - including programs, giveaways, or prizes - made by third-party sponsors or partners of the hackathon. The availability and delivery of third-party prizes or benefits are solely at the discretion of the respective sponsors and are not guaranteed by lablab.ai. We reserve the right to make amendments, modifications, or cancellations to any part of the hackathon (including full cancellation of the event itself), including prizes and terms of participation, at our sole discretion. Whenever possible, we will endeavor to notify participants of significant changes within a reasonable timeframe. All submissions by participants must be original work, open source, and compliant with the MIT License unless specified otherwise. By participating, you agree to these terms, the overall event terms, and the lablab.ai general terms and are encouraged to review all event-related information carefully. Prize Distribution: lablab.ai and its partners reserve the right to distribute all prizes within a 90-day period following the end date of the hackathon. This period allows for the proper processing and verification needed to award prizes appropriately.

What to submit?

📋 Basic Information

• Project Title

• Short Description

• Long Description

• Technology & Category Tags

📸 Cover Image and Presentation

• Cover Image

• Video Presentation

• Slide Presentation

💻 App Hosting & Code Repository

• Public GitHub Repository

• Demo Application Platform

• Application URL

For further details and guidance, please visit Submission Guidelines


Judging Criteria: New vs. Returning Participants
Application of Technology (Execution & Effectiveness)
New Projects: How effectively does the solution integrate open-source and AI technologies to perform tasks autonomously, streamline processes, and enhance productivity?

Returning Projects: How has the implementation evolved? Have you significantly improved performance, scalability, or usability? Does it incorporate new AI capabilities or optimizations?
Presentation (Clarity & Communication)

New Projects: How well does the team explain technical details, practical impact, and alignment with open-source principles?


Returning Projects: How clearly does the team demonstrate what’s new? Is the evolution well-documented? Does the project showcase meaningful progress since the last version?

Impact (Real-World Value & Practicality)

New Projects: How effectively does the solution address a real-world challenge, improve operational efficiency, and create meaningful outcomes?

Returning Projects: Has the project been tested, refined, or deployed? Has it expanded its use cases, audience, or applications? Does it show measurable improvements in effectiveness?
Originality (Innovation & Creativity)
New Projects: How creative and unique is the approach? Does it introduce fresh thinking and innovative problem-solving?

Returning Projects: Does this version introduce new techniques, integrations, or use cases? Have key components been redesigned or improved? Does it go beyond past submissions?
🔍 Fairness Reminder

• All projects must be open-source to qualify.

• Returning projects won’t score higher just for having more time—judges will focus on what’s new and improved.

• New participants compete on equal terms—strong execution and originality matter more than past experience. 

Note: To qualify for judging, submissions must utilize open-source technologies and also have their final project code open-sourced. This ensures transparency, collaboration, and alignment with the hackathon’s open-source ethos.

Hackathon Details

Join lablab.ai hackathon and innovate using the latest models in the market. Discover all the relevant details below.

🗓️ Where and when

The start date of the hackathon is mentioned according to the date specified on the hackathon page, cover and schedule. The hackathon will take place on the lablab.ai platform and lablab.ai Discord server , or join us in person in Barcelona to experience the event live.

🦸🏼‍♂️ Who can join?

Everyone is welcome to participate, regardless of previous AI or coding experience! We encourage anyone with a passion for AI or an interest in exploring how it can be used in their field to join.

😅 What about teams?

If you don't have a team, don't worry! You can connect with other participants from all over the world on our dashboard or Discord server. We also recommend checking out our Discord server to find teammates and bounce around ideas. You can join the server here.

🛠️ How to participate

The hackathon will take place online on lablab.ai platform and lablab.ai Discord Server. Please register for both in order to participate. To participate click the "Enroll" button at the bottom of the page and read our Hackathon Guidelines and Getting Started Guide.

🧠 Get prepared / Use Lablab.ai to Learn About AI

To get ready for the hackathon, visit our AI Tech pages and read up on all the available technologies. You can also check out our tutorials page for more information on how to use them. Get a head start on your project by using the resources on lablab.ai!

Speakers, Mentors & Judges

Pawel Czech
Pawel Czech
President of New Native
New Native
Sergey Nuzhnyy
Head of Developer Relations
Ziad Matar
Founding Partner of Meditari
Sayli Javadekar
Data Science Consultant at Thoughtworks
Ivan Dotu
Applied Science Lead
Gregori Mora-Cogul
ITU Lead Giga Barcelona Technology Centre
Claire Heraud
Giga Procurement Specialist at UNICEF
Elena Rivas Ruzafa
Data Operations Lead - Data&AI
Cornelia Brezing
Innovation Coach at NTT Data
Naroa Zurutuza
Co-lead at Giga
Maria Lema
CEO & Co-Founder Weaver Labs
Rasool Seyghaly
AI Researcher at UPC & CEO of TECHWICH
Nik Malykhin
Senior Consultant at Thoughtworks
Justyna Amelia Kotłów
Event Manager
Mahesh Jaishankar
Senior Advisor
Jenny Tillgren
Strategic Advisor, Innovation Strategy
Mick Larson
Mapping & Tech Specialist, Giga
Juanjo Lopez Perez
Head of Data&Analytics Benelux & Switzerland
Maria Antonia Bravo
Technology Programme Manager
Utku Can Ozturk
Data Scientist at Giga (UNICEF)
Júlia Gonfaus Alonso
Senior Business Consultant at NTT DATA
Joanna Slupczewska
Marketing Manager
Semyon Ovsyannikov
Solutions Architect
Anastasia Nedayvoda
Accelerator Lead, Giga
David Njagah
Open Source Community Manager at Giga
Sergi Figuerola Fernandez
Director of i2CAT
Pawel Czech
Co-Founder
Chris Fabian
Co-founder and Co-lead
Maria Antonia Bravo
Technology Programme Manager
Charlotte Arribe
Community Builder
Naroa Zurutuza
CTO and Barcelona Technology Center Co-lead at Giga
Mahesh Jaishankar
Senior Advisor
Nik Malykhin
Senior Consultant & Thoughtworks
Sergey Nuzhnyy
Head of Developer Relations
Justyna Amelia Kotłów
Event Manager
Ivan Dotu
Applied Science Lead
Rasool Seyghaly
AI Researcher at UPC & CEO of TECHWICH
Andrea Marazzi
CCO
Sayli Javadekar
Data Science Consultant & Thoughtworks
Gregori Mora-Cogul
ITU Lead Giga Barcelona Technology Centre
Ziad Matar
Founding Partner of Meditari
Maria Lema
CEO & Co-Founder Weaver Labs
Utku Can Ozturk
Data Scientist at Giga (UNICEF)
Júlia Gonfaus Alonso
Senior Business Consultant at NTT DATA
Joanna Slupczewska
Marketing Manager
Irene Kaggwa
Programme Manager
Charlotte Arribe
Community Builder
Jens Ingelstedt
Global Head of AI Accelerators
Jenny Tillgren
Strategic Advisor, Innovation Strategy & Program Consultant
Surabhi Nayak
Pixel Privacy Engineer at Google
Anastasia Nedayvoda
Technology Programme Manager
Justyna Amelia Kotłów
Event Manager
Justyna Amelia Kotłów
Event Manager
Jahnavi Kachhia
ML Engineer at Meta Reality Labs
Justyna Amelia Kotłów
Event Manager
Sujee Maniyam
AI Engineer, Developer Advocate
Justyna Amelia Kotłów
Event Manager
Anastasia Nedayvoda
Technology Programme Manager
Semyon Ovsyannikov
Solutions Architect, Cisco Barcelona Innovation Center
Charlotte Arribe
Community Builder

Event Schedule

  • To be announced

Submitted concepts, prototypes and pitches

Submissions from the teams participating in the AI for Connectivity Hackathon II: Building Resilient Networks event and making it to the end 👊

MEDVAULT

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

UP

streamlit

Level-4 Autonomous Connectivity Network

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

AI/ML API
Streamlit
application badge

Maa-connect

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

TinyLlama

Smarti

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

Gemini AIGenerative AI Studio

AI for Connectivity Global Green Guard

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

Global Green Guard

GPT-4 Vision
Vercel
application badge

AI-Powered Network Planner for Rural Connectivity

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

Grok

Hosting AI G AI Powered PMS for connectivity

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

AI/ML API
medal

Procurement for Public Sector Connectivity

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

IBM GraniteMistral AILlama 3.1

AI-Driven Network Management System

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

streamlitDeepSeek V3
Vercel
application badge

Mentor Mind Your AI Language Mentor

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

OpenAIWhisper
Vercel
application badge

KONEKTA - AI-Powered Knowledge Networks Forum

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

OpenAI
Vercel
application badge

Connectivity Matter

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

AI/ML APIDeepSeek R1Llama 3CAMEL-AI

NetDeploy AI

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

Solo Tech

StormNet Network Resilience System

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

The Lonelist

DeepSeek R1AI/ML API
Streamlit
application badge

AfriLearn AI Tutoring Platform

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

streamlitOpenAIChatGPTElevenLabsStable Diffusion

AIrine - offline AI Assistant for Teachers

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

OpenAITinyLlama
Vercel
application badge

SPOT Connect

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

default

AI/ML APIAssistants API

AI-Driven Smart Hotspot

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

Gemini AI
Streamlit
application badge

CleanNet

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

GPT-3.5PineconeYOLOv5LangChainReplitAI/ML API
Vercel
application badge

HealthNet AI

Bridging internet connectivity foR health care facilities through AI

Evarest

Gemini AI

AI Powered Mesh Network

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

LangChainGroqLlama 3.2streamlitReplit

GeoNode AI app

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

Grok
Vercel
application badge

NETEXPERT

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

Vercel

Optimizing Network and Energy

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

Reinforcement LearningGrokGemini AI
Vercel
application badge

GovLink AI

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/ML API

AI-Driven Zabbix for School Networks

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

ChatGPTMetaGPTLlama 3
Streamlit
application badge

Sustainable Funding for Global Connectivity

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

streamlit

WiFi Guardian AI-Powered Network Anomaly Detection

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

streamlit

NETEDUKIT

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

DeepSeek V3
Vercel
application badge

NetOptimize

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

Synapse Link

LangChainGemini AI

Smart Network Resource Allocation

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

streamlit
medal

AI-Powered Smart School Connectivity

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

AI/ML APIOpenGPTsOpenAI
medal

EneRIC - Connecting People

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

Llama 3.1AI/ML API
Streamlit
application badge

Network Optimizar

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

IBM Granite
Vercel
application badge

LafeAINet

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

Llama 3Together AI
Streamlit
application badge

AI-Powered Network Energy Optimization Dashboard

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

streamlitAI/ML API

Polisplexity AI Twin for Next-Gen Networks

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

OpenAI
Streamlit
application badge

Lace Intelligent Mesh Network for Universal Access

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

Lace

streamlitOpenAI

QoScope

An agentic, natural language dashboard for QoS monitoring

EagleNet

Generative Agents
Streamlit
application badge

GENEO

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

streamlitOpenAIPineconeLangChainLlamaIndexAnthropic ClaudeDeepSeek R1
Vercel
application badge

Eco friendly shopping assistant

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

ChatGPTClarifai

ProactiveGuard

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

AI/ML API

EdenShack

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

LangChainLlama 3.1Cursor
Streamlit
application badge

Geonetwork Infrastructure Planning and Procurement

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

LangChainstreamlitGemini AIChromaChatGPT
Streamlit
application badge

EduMate

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

streamlitGemini AILangChain
Streamlit
application badge

Ai powered Network monitoring and Troubleshooting

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

streamlitMistral AIWhisperOpenGPTsOpenAISeamlessM4T
Vercel
application badge

UptimeAI - Predicted Network Outage Alert System

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/ML APIVercel
Vercel
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Connect them all

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

AI/ML API

AI-PING CHECKER

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

AI/ML API
Streamlit
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ConnectSense - AI for South Asia

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

Gemini AIGroqstreamlitGenerative AgentsLlamaIndexLangChainLlama 3.2

NetConnect

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

VectaraVercelCohereCustom GPTsAnthropic ClaudeDeepSeek R1FineTuner.aiDALL·E Image Generation APIVectorboard 💛CrewAIlangflowAssistants APIAI/ML APISDXL TurboCohere RerankSolar Pro PreviewDall-e MiniGemini AIYi-LLMSFuyu-8BRestackFalcon 2 11BFalconSolo TechTogether AISambaNovaGPT-4 VisionDALL-E-2TinyLlamaDeepSeek V3LTM-2-miniOpenGPTsGemma 2PineconeUnstructured IOwatsonx.aiAutoGenOpenAIFalcon 2 11B VLMEasyOCRYOLOv7TruLensTonic.aiYOLOv5MindsDB Knowledge BaseWeaviateWhisperWebGPUIBM watsonx AssistantAWS SageMakerText Generation Web UITwelve LabsToolhouseGPT-3.5Grounded-Segment-AnythingChatGPTShap-ECohere EmbedChirpRedisReplitReinforcement LearningRhymes.aiGroqPortkeyElevenLabsStableCodeStable DiffusionCodiumFeatherlessClarifaiGorillaChromaopen-interpreterstreamlitIBM GraniteSuperAGIGenerative AI Studio

VGrid Intelligent Solar Network

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

DeepSeek R1DeepSeek V3DALL·E Image Generation APIOpenAI

Use of AI and open source to optimize networks

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

watsonx.ai
Vercel
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ProfessorSTEM

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/ML APIGemini AIVercelGenerative Agents
Streamlit
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AI-Driven Resilience for Public Sector Networks

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

GridGuardians

streamlit

Aegis

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

Aegis

AI/ML API

PublicConnect AI and Blockchain Network Optimizer

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

ChatGPT

NetPulse AI

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/ML APIMistral AI
Streamlit
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AI-Powered Network Guardian

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

OpenAIAnthropic ClaudestreamlitDeepSeek R1ChatGPT

EduConnect

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

streamlitGroq

AutoGuided Onboarding WebApp

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

AWS SageMakerText Generation Web UIGenerative AgentsLlama 3Custom GPTs
Vercel
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NetworkDeployAI

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

OpenAIAI/ML API