Technical Skills

Language

  • Python
  • Ruby
  • R
  • Shell
  • JavaScript
  • C++
  • C#

Web

  • HTML5
  • CSS3
  • Ruby on Rails (MVC)
  • MySQL
  • PostgreSQL
  • MongoDB
  • Apache
  • Nginx
  • Git
  • JSON
  • XML
  • Agile (Scrum)
  • Refinery CMS

Software/Library

  • Weka
  • TensorFlow
  • NumPy
  • Pandas
  • scikit-learn
  • PyTorch
  • Linux
  • SQL Server
  • Jira
  • AWS Textract
  • D3.js
  • jQuery

Work Experience

Graduate Research Assistant
Old Dominion University
Advisor: Dr. Jian Wu
Norfolk, VA
January 2021 - Till Date
  • Collaborating with Penn State for the grant from DARPA to develop a contrastive learning-based classifier to study computational reproducibility using URLs linking to open-access datasets/software (OADS) in scholarly articles.
    Technology: Python, BERT, GPT-3, TensorFlow, Contrastive Learning, Data Augmentation
  • Collaborating with Virginia Tech for the grant from IMLS on extracting metadata and pdfs of Electronic These & Dissertations (ETD) using OAI-PMH API and developing a repository that currently contains over 533K ETDs.
    Technology: Python, OAI-PMH API and MySQL
  • Developing a web service-based application for integrating feature extraction pipeline and deploying it.
    Technology: Ruby on Rails, Bootstrap, JavaScript, D3.js, and MySQL.
  • Developed ETD-Page-Labeler for annotating pages of Electronic Theses & Dissertations (ETD) and extracted text, handwriting, and data from them.
    Technology: Python, HTML, JavaScript, and AWS Textract
  • Implemented a model to extract statistical errors from a paper with a best accuracy of 90.2% using Python, rpy2 package, and Statcheck module.
Research Intern
Los Alamos National Laboratory
Los Alamos, NM
Jun. 2023–Aug. 2023
  • Conducted research and implemented a framework to automatically identify and
    categorize scholarly article URLs into datasets, software, audio/video, and publishers.
  • Preprocessed arXiv dataset, applied GROBID and developed regular expressions for building ground truth.
  • Used language models like BERT, DistilBERT, and SciBERT as the primary framework and attained an 89% F1-score.
Graduate Teaching Assistant
Old Dominion University
Norfolk, VA
January 2021 - Till Date
  • Assisted students with coursework and graded assignments for Operating Systems.
  • Tutored students and assisted with coursework and assignments for Introduction to Information Literacy and Research.
Software Engineer
Nascenia
Dhaka, Bangladesh
January 2019 - December 2020
  • Developed VAT software Uddogi for processing all transactions related to the raw materials and finished goods for any manufacturing company.
    Technology: Ruby on Rails, MySQL, HTML, CSS, and JavaScript.
  • Developed a Content Management System for UNDP-LIUPCP.
    Technology: Ruby on Rails, MySQL, HTML, CSS, Refinery CMS, and leaflet.js.
  • Nginx server provisioning for website hosting and deployment.
  • Website optimization using GTMetrix which assesses a website by performance and accessibility.

Voluntary Experience

Event Manager
Association for Computing Machinery Women (ACM-W)
Old Dominion University
Norfolk, VA
August 2022 - Till Date
Organize events, create flyers, advertise events and news about the ACM-W.
Student Leader
Global Student Friendship
Norfolk, VA
January 2022 - Till Date
To help the international students in the region in many ways, including very specific help: helping to find and provide needed household items.
Mentor
Special Group Interested in Programming Contest (SGIPC)
Khulna University of Engineering & Technology
Dhaka, Bangladesh
January 2015 - December 2017
Assisted students for developing their programming and problem solving skills by guiding and teaching them.