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Capstone project launchpad
  • Computer Science
    &
    AI
  • HEALTH
    MEDICINE
  • BUSINESS
    ENTREPRENEURSHIP
  • Science technology
    STEM
    engineering math
  • humanities
    language
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Inception of the Project

Gender bias in media affects equality. A Python-based app to analyze bias in job ads can promote fair hiring, supporting SDG 5’s goal of gender equality.

Log File (Step-by-Step Project Guide)

  • Research gender bias : Contact a local nonprofit (with a teacher’s help) to learn about bias in job ads. List 10–15 analysis features (e.g., gendered language detection).
  • Set up Python : Install Python and VS Code (free). Follow a NLP tutorial .
  • Design the app : Use Python’s NLTK for text analysis and Tkinter for the GUI. Test with sample ads.
  • Test with users : Share with classmates or a women’s organization. Ask if it’s accurate and useful. Fix issues like false positives.
  • Share with the community : Distribute to a nonprofit via Google Drive . Include a user guide.

Volunteer/Service Opportunity

Publication/Research Journal/Clubs

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Inception of the Project

Women’s health disparities hinder equality. A campaign to educate about women’s health issues can empower communities, aligning with SDG 5’s goal.

Log File (Step-by-Step Project Guide)

  • Research women’s health : Read about health disparities on WHO.int . Ask a local clinic (with adult help) about community needs.
  • Plan the campaign : Plan 3–5 workshops or flyers on women’s health (e.g., reproductive health). Outline content on paper.
  • Create materials : Use Canva to design flyers or presentations. Ask a teacher for feedback.
  • Add translations : Include a flyer in Spanish using Google Translate . Ask a native speaker to check accuracy.
  • Share the campaign : Distribute flyers at a community center or host workshops with school permission.
  • Get feedback : Use a Google Form to ask participants if the campaign was helpful. Use feedback to improve.

Volunteer/Service Opportunity

Publication/Research Journal/Clubs

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Inception of the Project

Mentorship empowers women entrepreneurs. A business plan for a women-led startup mentorship program can foster equality, aligning with SDG 5’s goal.

Log File (Step-by-Step Project Guide)

  • Research mentorship needs : Learn about women in business on unwomen.org . org. Talk to a local entrepreneur (with adult supervision) about needs.
  • Plan the program : Create a plan for a mentorship program with 3–5 goals (e.g., networking events). Outline the plan on paper.
  • Create materials : Use Canva to design a business plan or pitch deck, including budget and impact. Keep it professional.
  • Find mentors : Ask local business leaders (with adult help) to review the plan. Get school permission to present it.
  • Test the plan : Share with a school club or nonprofit. Ask if it’s feasible and impactful. Adjust based on feedback.
  • Share with the community : Present to a local organization via Google Drive .

Volunteer/Service Opportunity

Publication/Research Journal/Clubs

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Inception of the Project

Wage gaps hinder gender equality. A data-driven wage gap analysis model can highlight disparities, aligning with SDG 5’s goal.

Log File (Step-by-Step Project Guide)

  • Research wage gaps : Learn about wage disparities on UNwomen.org . Contact a local nonprofit (with adult help) about data needs.
  • Plan the model : Design a model to analyze wage data using statistics. Sketch the setup, including data inputs and visualizations.
  • Develop the model : Use Python with pandas for data analysis. Test with sample wage data.
  • Test the model : Validate with sample datasets (e.g., salary by gender). Ask a teacher if the model is accurate.
  • Improve the design : Adjust based on feedback, optimizing visualizations or data sources. Ensure it’s clear for advocacy.
  • Share with the community : Share the model with a nonprofit via Google Drive .

Volunteer/Service Opportunity

Publication/Research Journal/Clubs

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Inception of the Project

Raising awareness about gender equality drives change. A blog series on gender equity can engage communities, aligning with SDG 5’s goal.

Log File (Step-by-Step Project Guide)

  • Research gender equality : Read about equity issues on UNwomen.org . Interview a local nonprofit leader (with adult supervision) about community needs.
  • Plan the blogs : Plan a series of 3–5 blog posts on gender equity topics, like workplace inclusion. Outline each post’s argument on paper.
  • Write the blogs : Use Google Docs to write the posts, ensuring clarity and impact. Ask a teacher for feedback.
  • Add translations : Translate one post into Spanish using Google Translate . Ask a native speaker to check accuracy.
  • Share the blogs : Publish on a school website or community platform. Get permission from a school or nonprofit.
  • Get feedback : Ask readers to fill out a Google Form about the blogs’ impact. Use feedback to revise.

Volunteer/Service Opportunity

Publication/Research Journal/Clubs