Debanjali Banerjee

Assistant professor of computer science

Phone:765-983-1239
Email:[email protected]
Pronouns:she/her

Department: Computer Science

Location: CST 211

About me

Debanjali Banerjee joined as an assistant professor at Earlham College. She was born and raised in Kolkata, West Bengal, India. She got her Doctor of Philosophy and Master of Science in Computer Science from the University of Louisiana at Lafayette. She was a research assistant for three consecutive summers at IRI, UL Lafayette. She worked at WBUT (India) as an assistant instructor for seven months before arriving to USA. She participated as a review committee member of the 22nd Annual Graduate Student Symposium at UL Lafayette and volunteered as participating judge at Region VI Science and Engineering Fair in 2023 & 2022.

Education

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

Why do you teach at Earlham?

She envisions creating an inclusive learning environment that fosters critical thinking and academic excellence, while also pushing the boundaries of knowledge through innovative research initiatives.

Research projects

Dissertation- Information Flow in Deep Learning Classifier Network, 2019 – 2024
LiNC prediction (accuracy calculation) on Medical Data, Oct 2018 – May 2019
Hierarchical Classification on TSR 3-D Protein Keys, Aug 2017 – Feb 2018

Scholarly interest

Retrieving Accuracy of Image Datasets using Shapely Values, SHAP, TensorFlow, Artificial Intelligence, Convolutional Neural Network (CNN), Image Classification, Image Processing.

Published works

  • Information Flow in a Deep Learning Classification Network, Banerjee, Debanjali, University of Louisiana at Lafayette ProQuest Dissertations & Theses,  2024. 31294982
  • Contributions by Feature Layers in Two-Class Deep Learning Image Classification Decisions,    PATTERNS 2022 : The Fourteenth International Conference on Pervasive Patterns and Applications (IARIA) · Apr 24, 2022PATTERNS 2022 : The Fourteenth International Conference on Pervasive Patterns and Applications (IARIA) · Apr 24, 2022, ISBN: 978-1-61208-953-9
  • Advanced Secure Social Networking Site ( IJERTV3IS20068 )Advanced Secure Social Networking Site  ( IJERTV3IS20068 ), IJERT · Feb 1, 2014