Innovation in Action

AI Model to Predict Mental Health

This study uses a deep neural network to predict mood swings—an early indicator of mental health issues—based on demographic, lifestyle, and emotional data. Trained on the Kaggle Mental Health Dataset, the model achieved 83% accuracy, highlighting AI’s potential for early diagnosis and personalized mental health support.

Men Rights vs Women Rights

This paper explores the feminist and men’s rights movements, tracing their histories and key concerns. It highlights the need to view gender equality as a shared goal, not a zero-sum struggle, and calls for empathy across perspectives to build a more balanced society.

Radical Humor for Humanity Podcast

Bold, edgy, or unfiltered humor to spark thought-provoking conversations about social issues, human behavior, and cultural norms. It probably blends comedy with activism or awareness, aiming to challenge the status quo, highlight injustices, and promote empathy — all while keeping listeners entertained and engaged.

Gender Paygap Analysis

This study investigates the gender pay gap using a real-world employee salary dataset. Through descriptive statistics and regression analysis, we explore disparities in compensation between men and women after controlling for experience, education, job title, and industry.

Community Impact

This initiative measures how collective action and social awareness can drive meaningful change. By analyzing local projects, volunteer programs, and public engagement efforts, it highlights how communities grow stronger through empathy, inclusion, and shared responsibility — proving that small efforts can create a lasting impact.

Listen to Our Podcasts

Ready to experience the lighter side of AI? Our podcasts are crafted to entertain, inform, and connect. Dive into engaging discussions and unique insights that highlight the power of humor in technology. Start listening today and be part of the conversation.

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