Exploring the Journey of Innovation
Karen D’Souza, a PhD candidate at Purdue University, is making waves in artificial intelligence and machine learning, particularly in education and healthcare. After a rewarding master’s experience, D’Souza returned to Purdue to delve deeper into AI research. Her focus is on creating AI tools that enhance learning, especially in chemistry education. She collaborates with a diverse team to integrate AI with human input, ensuring that technology can effectively support educators and students alike.
Key Highlights of D’Souza’s Work
- D’Souza is part of a research group that uses AI to improve student participation in chemistry.
- Her research includes developing a pedagogical tool called cyber peer-led team learning (cPLTL) for online chemistry classes.
- She explores generative AI to address the challenge of limited public education datasets.
- D’Souza’s work has received significant funding, including a $3.3 million NIH grant for healthcare AI projects.
The Importance of Her Research
D’Souza’s research is groundbreaking, as it combines traditional machine learning with human feedback in education, a first in STEM fields. This innovative approach not only enhances learning outcomes but also addresses privacy issues in both education and healthcare. Her work has the potential to transform how AI is applied, making it more effective and responsive to real-world challenges. By bridging gaps between technology and human learning, D’Souza is contributing to a future where AI supports diverse educational needs and healthcare solutions.
