Research Assistant

RIT BIOMEDICAL MODELING, VISUALIZATION AND IMAGE-GUIDED NAVIGATION LAB Jun. 2018 - PRESENT

--Quantification of Clinical parameters for predicting the clinical decision of having heart attack from the segmentation results obtained from our novel, and memory-efficient (only 0.34 million parameters) architecture in both supervised and semi-supervised manner

--Designing of an efficient deep learning architecture by using feature-weights pruner and specialized regularizer for penalizing the cost function

--Correcting misalignment of 3D cardiac slices using both manual and automatic approaches

--Technologies include: Pytorch, Tensorflow, LASSO, DenseNet, U-Net, group-convolution

--Techniques include: Disentanglement for MR image reconstruction, visualization, modeling, performance evaluation and validation toward the full-quantification of clinical parameters up-to image-guided navigation

Research Assistant

RIT INTEGRATED NEURO-IMAGING (INI) LABORATORY Jan. 2018 to May 2018

- Measured the Cortical thickness of hemispheric asymmetry in the primary motor and visual cortex by using the high-resolution T1 -weighted 3D image (MPRAGE) acquired on patients with carotid occulus disease (n=29, age=74 +/- 10 years) using Freesurfer tool.

- Languages/Platforms used: Python, FreeSurfer

Teaching Assistant

• RIT IMGS.111.01 - IMAGING SCIENCE FUNDAMENTALS Aug. 2017 to Dec. 2017

- Course: Fall 2017, IMGS-111 Imaging Science Fundamentals By Dr. Anthony Vodachek

- Author homework assignments

- Exploration of the fundamental physics of imaging science, the component processes, and hardware common to imaging systems of the past, present, and future.

-Imaging systems studied include the human visual system, consumer and entertainment applications (e.g., color, digital photography, television, virtual reality); medical applications; xerography, and systems used in remote sensing and astronomy (e.g., multi-spectral ground-and satellite-based observatories).

Lecturer

DAFFODIL INTERNATIONAL UNIVERSITY, DEPARTMENT OF COMPUTER SCIENCE AND ENGINEERING

Sep. 2015 to Aug. 2017

• Actively involved in counseling undergraduate students on study matters and supervising them for different projects and research work.