Work with thought leaders and academic experts from Indian Institute of Technology Ropar

Researchers on NotedSource with connections to Indian Institute of Technology Ropar include Beant Kaur Billing, PhD, Tarunpreet Kaur, and Ashutosh Rajput.

Tarunpreet Kaur

Research Associate, IIT Ropar, Punjab
Experience

Indian Institute of Technology Ropar

Research Associate / August, 2021September, 2023

SLIET Longowal

Research Fellow / July, 2015March, 2021

Created MAC, routing, and cross-layer protocols for the development of an intelligent monitoring system using wireless sensor networks. • Devised protocols including particle swarm optimization for unequal clustering, fuzzy logic for priority scheduling, and ant colony optimization for QoS-aware routing

Research Expertise
Computer Networks and Communications
Electrical and Electronic Engineering
Information Systems
Instrumentation
Computer Science Applications
And 5 more
About
Currently, I am a Postdoctoral Research Associate at the Indian Institute of Technology (IIT) Ropar, focusing my research on advanced machine learning techniques applied to non-linear time series data, particularly in the context of healthcare predictions. I applied ML and DNN models to analyze non-linear time series data from cardiac surgical patients, predicting outcomes such as ICU stay, hospital stay, acute kidney injury, and survival. Additionally, I developed an AI-based forecasting model for real-time monitoring, integrating adaptive learning to address concept drift. As a researcher with a passion for machine learning and a strong background in artificial intelligence, deep learning, and data analysis, I have over 3 years of experience creating and applying innovative deep-learning techniques for time series problems. I also have a record of producing high-quality research papers published in well-respected journals and conferences such as IEEE Sensors, Big Data Journal, Wireless Network, and IET Communication. With a Google Scholar citation count of 400, I am well-versed in contributing to the academic community. In addition, my commitment to staying updated with emerging technologies is reflected in my certifications and awards, including the NVIDIA, Upwork Rising Talent certificate for outstanding work in 2023.

See Full Profile

More Information About Indian Institute of Technology Ropar