lablab.ai logo - Community innovating and building with artificial intelligence

BandOptimizer

Streamlit
application badge
Created by team GenAI Innovators on January 26, 2025
streamlitAI/ML APIChatGPT

BandOptimizer is an innovative AI/ML-powered web application designed to optimize bandwidth usage for public sector schools and hospitals. Built with Streamlit, the app provides administrators with actionable insights by analyzing uploaded CSV files containing network data. With the power of predictive analytics, bandOptimizer categorizes bandwidth usage patterns, helping organizations manage resources more efficiently and reduce costs. The app features an intuitive interface, making it accessible for non-technical users, and includes sample datasets to ensure ease of testing. By leveraging modern technologies like Python, Pandas, and Matplotlib, bandOptimizer empowers users to make data-driven decisions for improving network performance and optimizing resource allocation.

Category tags:
GithubPresentationDemo
Explore more applications

ReproPlan

ReproPlan is an AI-powered app bridging gaps in sexual and reproductive health and rights (SRHR) education and accessibility through innovative tools and personalized support.

Rehana

MetaGPTOpenAI
Streamlit
application badge

Resource Allocation Optimizer

The Resource Allocation Optimizer is an AI-driven system designed to prioritize and allocate bandwidth in public sector networks. Using Groq's Llama API, it analyzes service requests, assigns priorities based on urgency.

HoneyBee381

Groq

Maa Connect

An innovative solution for empowering underserved communities in managing their own network infrastructure. This presentation will explore the problem, solution, and potential impact of Maa Connect+.

Maa Connect

TinyLlama
Streamlit
application badge

School Network Performance Analyzer

An application, that utilises Llama model to analyze and predict network performances in different regions.

InnovAItors

streamlitLlama 3Groq

Network Towers for School Connectivity in Niger

Enhances education in Niger by optimizing network tower placement to maximize school connectivity. Using geographic data and algorithms,it identifies tower locations to ensure reliable internet with minimal distance to schools, bridging the digital divide

HUCLK

GPT-4 VisionAnthropic Claude

"good idea, but you needed to make a pitch ppt to explain your project and sow a demo."

avatar

Walaa Nasr Elghitany

Lablab Head Judge

"It is a solid concept, though not new. Would have been great to see the demo to assess the technical feasibility of the solution"

avatar

Anastasia Nedayvoda