Badges
Certifications
Work Experience
Research Assistant
Texas Tech University• January 2018 - May 2020
•Calculated High dimensional Potential Energy Surface of CH3NC using Extreme Machine learning. •Designed an interface to integrate the Extreme Machine Learning based framework with VENUS. •Supervising a Computational Cluster (Chemdynm) with 16 computing nodes each having 36 CPUs. •Working on improving Hessian based approximator using data generated from VENUS/NWChemsimulation. •Generated 20,000 Experimental data points of Gradient, Canonical-coordinates, and Potential energy during state change of Methyl isocyanide (CH3NC) system using VENUS/NWChem (Chemical Dynamic simulation).
Research Assistant
Texas Tech University • January 2015 - August 2017
•Implemented a twitter sentiment analyzer using SVM, Max-Entropy classifier & Naïve-Bayes Classifier. Obtained 80% accuracy for Naïve Bayes Classifier in five-fold cross-validation using a dataset of the 2008 election debate by Nick Diakopoulos and Shamma, D.A. •Classified Iris dataset using Artificial Neural Network and deep network. •Performed clustering to categorize medical image data. •Designed and constructed deep learning architectures such as VGG Net, GoogleNet, SegNet using Matlab's Deep Network Designer. •Implemented logic gate using Neural network. Addressed the issue of XOR gate implementation using a “single-layer” perceptron. •Performed parallel implementation of molecular dynamics and shortest path problem in C. •Developed Verilog HDL code for different Physically Unclonable Function (PUF)s such as Arbiter, XORArbiter, Ring Oscillators. Implemented Arbiter, XOR Arbiter, Ring Oscillators on Mimas V2 FPGA development board. •Worked as Front End and SQL Developer in i3 Grant Project. Worked in the Graduation evaluation portal(Tools: Asp .Net, MS SQL Server) for the College of Education.
Education
Texas Tech University
Software Engineering, MS• January 2017 - Present
Texas Tech University
Computer Science, MS• August 2014 - December 2016
Military Institute of Science and Technology, Bangladesh
Computer Science & Engineering, BS• February 2009 - December 2012