Debanjali Banerjee

Debanjali Banerjee is an Assistant Professor of Computer Science at Earlham College. She holds a Ph.D. and M.S. in Computer Science from the University of Louisiana at Lafayette, and a B.Tech from West Bengal University of Technology, India. Her research focuses on deep learning classification networks, image processing, and secure social networking systems. She has contributed to projects like LI NC prediction on medical data and hierarchical classification of 3-D protein keys.

Professional memberships include ACM, NSF Reviewer, IEEE Standards Association, and National Center for Faculty Development & Diversity. Her teaching philosophy emphasizes inclusive learning environments fostering critical thinking and academic excellence.

Education:

• Ph.D. in Computer Science, University of Louisiana at Lafayette
• M.S. in Computer Science, University of Louisiana at Lafayette
• B.Tech in Computer Science, West Bengal University of Technology

Research Interests: Explores algorithmic transparency in deep learning models, feature contribution analysis in image classification, and secure social network architecture design. Uses tools like SHAP, TensorFlow, and CNNs to enhance accuracy in medical data prediction and image processing tasks.