Building an AI-Powered Chatbot for Women's Mental Health Support

Local Chapter Johannesburg, South Africa

Coordinated by South Africa ,

Status: Completed

Project Duration: 01 Sep 2023 - 01 Dec 2023

Open Source resources available from this project

Project background.

South Africa faces a significant challenge concerning the mental health of women who are victims of gender-based violence. The prevalence of violence against women, coupled with limited resources and support services, creates a critical need for innovative solutions. To address this issue, we propose the development of a chatbot-powered platform that aims to provide accessible and empathetic mental health support to women affected by gender-based violence throughout South Africa.

Project plan.

  • Week 1

    Research and User Analysis: Conduct research on gender-based violence in South Africa, analyze user needs, and identify the specific requirements for the chatbot platform.

  • Week 2

    Develop a comprehensive database of accurate and relevant information, including support services, legal resources, and self-care strategies

  • Week 3

    Develop a comprehensive database of accurate and relevant information, including support services, legal resources, and self-care strategies

  • Week 4

    Build the chatbot platform, incorporating NLP techniques, conversational design principles, and backend integrations. Implement functionality for empathy, information dissemination, and resource linking

  • Week 5

    Build the chatbot platform, incorporating NLP techniques, conversational design principles, and backend integrations. Implement functionality for empathy, information dissemination, and resource linking

  • Week 6

    Build the chatbot platform, incorporating NLP techniques, conversational design principles, and backend integrations. Implement functionality for empathy, information dissemination, and resource linking

  • Week 7

    Prepare the chatbot for deployment on a suitable platform, ensuring robust security measures and privacy protection. Launch the chatbot and promote its availability to the target audience.

  • Week 8

    Prepare the chatbot for deployment on a suitable platform, ensuring robust security measures and privacy protection. Launch the chatbot and promote its availability to the target audience.

Learning outcomes.

NLP, Web application design, Machine learning , Chat Bot

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