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Junayed Mahmud Email & Phone Number
Graduate Research Assistant
at
University of Central Florida
2 work emails found
@gmu.edu
LinkedIn matched
✓ Verified Jun 2026
4 data sources
Profile completeness 100%
Current company
Role
Graduate Research Assistant
Location
Orlando, Florida, United States
Who is Junayed Mahmud? Overview
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Quick answer
Junayed Mahmud is listed as Graduate Research Assistant at University of Central Florida, based in Orlando, Florida, United States. AeroLeads shows a work email signal at gmu.edu and a matched LinkedIn profile for Junayed Mahmud.
Junayed Mahmud previously worked as Graduate Research Assistant at George Mason University and Graduate Teaching Assistant at George Mason University. Junayed Mahmud holds Doctor Of Philosophy - Phd, Computer Science from University Of Central Florida.
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Email format at University of Central Florida
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{first}{last}@gmu.edu
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Profile bio
About Junayed Mahmud
Junayed Mahmud is a Ph.D. student in Computer Science at the University of Central Florida. He works at the SAGE Research Lab, advised by Dr. Kevin Moran. Junayed graduated with his M.S. in Computer Science from George Mason University, USA in 2023 and B.S. in Computer Science and Engineering from Islamic University of Technology, Bangladesh in 2016. He worked at Samsung R&D Institute Bangladesh Limited before starting his Ph.D. His primary research interests include Bug Reporting, NLP for Software Engineering, and Automated Mobile Testing. He currently works on how to report software bugs properly and improving the quality of bug reports to aid in software maintenance. He also researches improving automated software documentation using the information available from source code and graphical user interfaces.
Listed skills include C, C++, C#, Java, and 18 others.
Current workplace
Junayed Mahmud's current company
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5 roles
Junayed Mahmud work experience
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Graduate Research Assistant
Current- Utilized Large language models (LLMs) for graphical user interface (GUI)-based program repair
- Assessed bug reproduction steps by mapping to the GUI elements utilizing LLMs and program analysisto provide feedback to bug reporters so that they can rewrite the steps if necessary
- Utilized LLMs for automatically generating assertions to validate the existence of diverse types ofreported failures (i.e., crash and non-crash) in Android applications to aid in regression testing
- Addressed the limitations of code-to-comment-translation models and generated improved softwaredocumentation using transformer-based models and contrastive learning
Aug 2023 - Present
Graduate Research Assistant
- Improved text-retrieval-based bug localization by leveraging GUI interaction data to mitigate thesemantic gap between information in bug reports and code
- Developed a program analysis tool that converts user-performed app actions into replayable scenariosand extracts detailed GUI information for automated testing and debugging
- Built a chatbot for bug reporting to improve report quality and studied the usability of the tool
- Analyzed the characteristics of diverse types of reproducible bug reports to build effective automatedtechniques for different bug report management activities
- Generated automated software documentation using visual software data encoded in GUIs byfine-tuning neural image captioning models
- Characterized the shortcomings of code-to-comment-translation models without relying on existingreference-based metrics in order to address the shortcomings in developing new models
May 2021 - Aug 2023
Graduate Teaching Assistant
- Assisted in the following courses:
- CS367 (Computer Systems and Programming)
- CS222 (Computer Programming for Engineers)
Aug 2019 - May 2021
Software Engineer
- Worked in an iOS application named SmartThings, designed to enable users to monitor and controlsmart electronic devices or appliances through their phones
- Worked on developing the IoTivity architecture, which enables seamless communication betweencloud services and consumer electronics devices
- Developed multiple GUIs for the SmartThings project
Jan 2017 - Mar 2019
4 education records
Junayed Mahmud education
Doctor Of Philosophy - Phd, Computer Science
University Of Central Florida
Doctor Of Philosophy - Phd, Computer Science
George Mason University
Master Of Science - Ms, Computer Science
George Mason University
Bachelor Of Science - Bs, Computer Science & Engineering
Islamic University Of Technology
FAQ
Frequently asked questions about Junayed Mahmud
Quick answers generated from the profile data available on this page.
What company does Junayed Mahmud work for?
Junayed Mahmud works for University of Central Florida.
What is Junayed Mahmud's role at University of Central Florida?
Junayed Mahmud is listed as Graduate Research Assistant at University of Central Florida.
What is Junayed Mahmud's email address?
AeroLeads has found 2 work email signals at @gmu.edu for Junayed Mahmud at University of Central Florida.
Where is Junayed Mahmud based?
Junayed Mahmud is based in Orlando, Florida, United States while working with University of Central Florida.
What companies has Junayed Mahmud worked for?
Junayed Mahmud has worked for University Of Central Florida, George Mason University, and Samsung R&D Institute Bangladesh Ltd.
How can I contact Junayed Mahmud?
You can use AeroLeads to view verified contact signals for Junayed Mahmud at University of Central Florida, including work email, phone, and LinkedIn data when available.
What schools did Junayed Mahmud attend?
Junayed Mahmud holds Doctor Of Philosophy - Phd, Computer Science from University Of Central Florida.
What skills is Junayed Mahmud known for?
Junayed Mahmud is listed with skills including C, C++, C#, Java, Hibernate, Bootstrap, Angularjs, and Postgresql.
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