Research Experience

"If I have seen further, it is by standing on the shoulders of giants"

Research Intern                                    Oct 2022 - March 2023

Lab: Xu Lab

PI: Dr Min Xu

Supervisor: Dr Xingjian Li (Postdoc)

Research work 1: RC-based simulator development for the state-of-the-art in-sensor computing device. Status: Completed  

Research work 2: A Novel few-shot detection architecture. Status: Completed  

Research Intern                                      Nov 2022 -  

Lab: GeospatialX Lab

PI: Dr Luo Wei

Research work 1: Trajectory and collision prediction of vessels using AIS data. 

                   Worked on predicting the trajectory and collision of vessels using Automatic Identification System (AIS) big data provided by the US government for research. Employed Machine Learning methods including BDSCAN and LSTM to cluster and predict the concerned parameters such as the latitude and longitude of the vessel position. Status: Complete.

Research work 2: Human movement analytics during a crisis using Facebook user data.

Status: Completed 

Research Intern                                     June 2023 - Dec 2023

Lab: Multichannel Signal Processing Lab

PI: Dr Lalan Kumar

Research work: CNN+PINN for dependent multi-joint torque prediction of upper limb using sEMG. 

Status: Completed

Research Assistant                                May 2022 - Present

Research work 1: Systematically reviewing autonomous UAV navigation using Computer Vision Based frameworks

Supervisor: Dr Narendra Kathre

Status: Completed 

Research work 2 (Honours): Applying PINNs using CFD data

Supervisor: Dr Thara Reshma

Status: In progress