Faculty Directory
Amit Kumar Das
Academic Information
M-Tech, BPUT, 2019
Research Areas
Research Interests
My research interests include Artificial Intelligence, Machine Learning, and the Internet of Things (IoT), with emphasis on predictive analytics and intelligent decision-making systems. I have experience in air quality modeling using deep learning, particularly stateful Long Short-Term Memory (LSTM) networks for spatio-temporal pollutant prediction across urban zones.
My work also covers healthcare analytics using machine learning for disease prediction and risk assessment, as well as Long Short-Term Memory–based stock market analysis for time-series forecasting. Broadly, I focus on applying AI and ML techniques to real-world environmental, healthcare, financial, and IoT-driven data systems.
Courses Taught
Data Structure and Algorithm, JAVA, Big Data Analysis, Computer Network
Positions Held
Assistant Professor
Publications
1. Integrated Climate and Water Analysis: Forecasting Floods and Droughts with Machine Learning.
2. Study on Prediction of Breast Cancer Tumor Detection, based on Biological Properties.
3. Real-Time Virtual Classroom Platform: Integrating React, Firebase, WebRTC, and Socket. io
4. Comparative Study of Machine Learning Models for Diabetes Prediction
5. A Robotic Approach for Detecting Alive Human Beings during Conflict Situation
6. Long-Short Term Memory Based Stock Market Analysis
7. Development and Evaluation of a User-Friendly and Lightweight Weather Map Application: Enhancing Access to Real-Time Meteorological Data