GenAI Demo Showcase

GenAI Demo Showcase

@ The Fifth Elephant 2024 Annual Conference

JOINAL AHMED

@infinitejock

Mobile App for Construction Health and Safety Using RAG and SLM

Submitted Jul 10, 2024

Project Description:

In the high-risk environment of construction sites, ensuring health and safety is paramount. Our project aims to revolutionize construction health and safety management through a cutting-edge mobile application that leverages Retrieval-Augmented Generation (RAG) and Small Language Models (SLM) to provide real-time, localized support and guidance to workers and supervisors.

Mobile App Demo

Key Features:

  1. Real-Time Risk Assessment:

    • The app uses RAG to provide up-to-date information on potential risks based on current site conditions, user input, and past data.
    • Instantaneous alerts and notifications for identified hazards.
  2. Safety Protocols and Compliance:

    • The app ensures compliance with safety standards by providing step-by-step guidance on required safety protocols.
    • Quick access to safety documents, checklists, and regulatory information, all tailored to the specific construction site and task.
  3. Localized Language Support:

    • Using SLM, the app offers multilingual support to accommodate diverse workforces, ensuring that all workers understand safety instructions and guidelines clearly.
    • The language models run locally on the device, ensuring fast and reliable translations without the need for internet connectivity.
  4. Incident Reporting and Analytics:

    • Workers can easily report incidents through the app, which then provides immediate feedback and recommendations.
    • The app aggregates data to generate comprehensive safety reports and analytics, helping management identify trends and areas for improvement.
  5. Offline Functionality:

    • Recognizing that construction sites may have limited internet connectivity, the app is designed to function fully offline, with all necessary data and models stored locally on the device.
  6. User-Friendly Interface:

    • An intuitive, easy-to-use interface ensures that workers of all tech-savviness levels can navigate the app effortlessly.
    • Voice-activated commands and hands-free operation capabilities enhance usability in challenging work environments.

Impact:

Our mobile app aims to significantly reduce the occurrence of accidents and injuries on construction sites by providing proactive, real-time health and safety support. By empowering workers with instant access to critical safety information and compliance tools, we aim to foster a safer, more efficient, and compliant construction environment.

Showcase Goals:

  • Demonstrate the real-time capabilities of the app in assessing and communicating potential hazards.
  • Highlight the effectiveness of SLM in providing accurate and contextually relevant translations.
  • Showcase the app’s ability to function offline, ensuring reliability even in remote locations.
  • Present case studies and user testimonials to illustrate the app’s impact on improving construction site safety.

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