Experience
➤College of Computing and Informatics, Drexel University, Philadelphia, Pennsylvania, United States
Apr 2022 – Present: Graduate Research Assistant
Responsibilities:
- Contributed to the development of a human-like decision-making system for military medical first responder scenarios as part of the DARPA In The Moment (ITM) project.
- Managed the synthetic data generation pipeline, focusing on producing data from limited datasets in the military triage domain, where expert disagreement in high-stakes decisions doesn't necessarily yield ground truth.
- Applied counterfactual reasoning techniques to create synthetic case representations, enhancing the model's ability to learn and generalize from constrained data.
- Utilized machine learning algorithms such as case-based reasoning, XGBoost, and decision trees to interpret decisions.
➤Department of CSE, Premier University, Chittagong, Bangladesh
Apr 2022 – Present: Assistant Professor (Currently on Study Leave)
Oct 2018 – Apr 2022: Lecturer
Responsibilities:
- Taught undergraduate courses, including Software Development, Software Engineering and Information System Design, Database Management System, and Algorithm Design and Analysis.
- Contributed to curriculum development, focusing on outcome-based education to enhance student learning and industry relevance.
- Supervised students in their final-year projects and theses.
- Served as an academic advisor, mentoring students on their academic progress and providing guidance.
➤Invert Emo Tech, Chittagong, Bangladesh
May 2016 – Oct 2018: Chief Technology Officer
Responsibilities:
- Developed web applications using Laravel, Vue.js, MySQL, jQuery, AJAX, and Bootstrap.
- Designed databases for web application development.
- Communicated with clients to gather project requirements and provide regular progress updates.
- Managed work progress and task tracking through Asana and Trello.
- Developed secure REST APIs using Laravel for integration with Android applications.
➤Spectrum IT Solutions Limited, Chittagong, Bangladesh
Nov 2015 – Apr 2016: Assistant Software Engineer
Responsibilities:
- Developed web-based applications for educational institutions using PHP, MySQL, and WordPress.
- Provided ongoing support by identifying and fixing bugs in existing applications.
➤Royex Technologies, Chittagong, Bangladesh
Jan 2015 – Aug 2015: Software Engineer
Responsibilities:
- Developed and maintained web applications using ASP.NET, VB.Net, and MSSQL, including content management systems (CMS), e-commerce platforms, and event booking management systems.
- Prepared and maintained reports on completed tasks to track progress and project milestones.
- Provided regular updates to the team leader on project status and developments.
➤Freelancing Experience
Jan 2016 – August 2022: Freelance Web Developer
- Worked on Upwork: MyBodega (USA), Dubips (Germany), Hrick (Bangladesh), Pakpoll (Pakistan), Hostbin (USA)
- Worked for a Canada-India Joint company, Anveen NetWorks
- Developed an application ( Azshipping) for crew management and maintaining it
- Developed customzed CMS for Bandarban Police
➤Review Experience
- 2022 International Conference on Innovations in Science, Engineering and Technology (ICISET)
- Memetic Computing (Q1, SCIE) journal by Springer Nature
- Imaging Science Journal (Q4, SCIE) by Taylor & Francis