I'm currently a Master's student in Computer Science at the University of Maryland, Baltimore County. I'm in the LARA Lab , supervised by Dr. Lara Martin, working on affective and personalizable text generation for AAC applications.
My research interests span interdisciplinary work in Multimodal Deep learning – Vision, Text and Audio models – for applications in Accessibility that are also Interpretable.
See About for more details on my research interests and background.
News
Another paper on Gold Nanoparticle Imaging and Analysis accepted to ACS Omega (IF: 3.7)!
Won Best First Time Hackers Category at HackUMBC 2024 with Naren . We built Valkyrie, a system that parses video game controls with a VLM, then uses a LLM to convert speech to commands.
Two papers from my previous lab published in PLoS ONE (IF: 3.1) and IJEST (IF: 3.0). I had a relatively small contribution to both.
One Paper on Gold Nanoparticle Quantification accepted to RSC Analyst (IF: 4.2)!
Joined the LARA Lab , working on affective and personalized text generation with Dr. Lara Martin!
Started MS in Computer Science at the University of Maryland, Baltimore County!
One Paper on Audio Processing presented at MICAI 2021. Shout-out to my co-author Ishrat for leading!
Joined the IoT, ML and Nanotechnology Lab at Brac University working with Dr. Abu Mohsin.
One Paper on Fuzzy Logic published (first pub!) in Inderscience IJIIDS (IF: 1.4).
Finished my BS in Computer Science and Engineering at North South University!
Highlighted Papers
Quantifying Monomer-Dimer Distribution of Nanoparticles from Uncorrelated Optical Images Using Deep Learning
S. H. Choudhury and A. S. M. Mohsin
ACS Omega
Label-Free Quantification of Gold Nanoparticles at the Single-Cell level using MC-CNN
S. H. Choudhury and A. S. M. Mohsin
Analyst
A Comparative Study on Approaches to Acoustic Scene Classification using CNNs
I. J. Ananya, S. Suad, S. H. Choudhury and M. A. Khan
MICAI 2021
Predicting the Possibility of COVID-19 Infection Using Fuzzy Logic System
S. H. Choudhury, A. J. Aurin, T. A. Mitaly and R. M. Rahman
Int'l Journal of Intelligent Information & Database Systems