Miroslav Tushev
Data Scientist II
Amazon
Seattle, Washington
E-mail: miroslavtushev@gmail.com
Resume
Academic CV
GitHub
Linkedin
Google Scholar
Blog (medium)
About Me
I am a Data Scientist II at Amazon. I received my Ph.D. degree in Computer Science at Louisiana State University in 2022. I received a Masters Degree in Computer Science in 2018. At LSU, I conducted research in the area of Software Engineering under the supervision of Dr. Anas Mahmoud at SEEL. In my research, I focused on user concerns in Gig Economy apps (Uber, Lyft, etc.). My past projects involved applying text processing techniques (NLP), machine learning, and statistical techniques to extract and classify discrimination concerns from social media and apps’ policies.
I have also worked on mining software repositories, focusing on linguistic change in Open Source Software (OSS), bug localization, and best practices for using OSS in CS education.
My research at LSU was funded by the NSF grants: CCF 1821525 and CNS 1951411
Education
- Doctor of Philosophy (Ph.D.), Computer Science, Louisiana State University
- Master of Science (M.S.), Computer Science, Louisiana State University
- Specialist degree (bachelor’s equivalent), Management and Organization, The Russian Presidential Academy of National Economy and Public Administration
Publications
- A Systematic Literature Review of Anti-Discrimination Design Strategies in the Digital Sharing Economy
M. Tushev, F. Ebrahimi, and A. Mahmoud, Transactions on Software Engineering (TSE), 2022. - Domain-Specific Analysis of Mobile App Reviews Using Keyword-Assisted Topic Models
M. Tushev, F. Ebrahimi, and A. Mahmoud, International Conference on Software Engineering (ICSE), 2022. - Classifying Mobile Applications Using Word Embeddings
F. Ebrahimi, M. Tushev, and A. Mahmoud, Transactions on Software Engineering and Methodology (TOSEM), 2021. - Analysis of Non-Discrimination Policies in Sharing Economy
M. Tushev, F. Ebrahimi, and A. Mahmoud, International Conference on Software Maintenance and Evolution (ICSME), 2021. - Mobile App Privacy in Software Engineering Research: A Systematic Mapping Study
F. Ebrahimi, M. Tushev, A. Mahmoud, Information and Software Technology (IST), 2020. - Modeling User Concerns in Sharing Economy: The Case of Food Delivery Apps
G. Williams, M. Tushev, F. Ebrahimi, and A. Mahmoud, Automated Software Engineering (ASE), 2020. - Digital Discrimination in Sharing Economy: A Requirements Engineering Perspective
M. Tushev, F. Ebrahimi, and A. Mahmoud, Inter. Requirements Engineering Conf. (RE), 2020. - Linguistic Documentation of Software History
M. Tushev and A. Mahmoud, Inter. Conf. on Program Comprehension (ICPC), 2020. - On Combining IR Methods to Improve Bug Localization
S. Khatiwada, M. Tushev, and A. Mahmoud, Inter. Conf. on Program Comprehension (ICPC), 2020. - Using GitHub in Large Software Engineering Classes: An Exploratory Case Study
M. Tushev, G. Williams, A. Mahmoud, Computer Science Education (CSE), 2019. - Linguistic Change in Open Source Software
M. Tushev, S. Khatiwada, A. Mahmoud, International Conference on Software Maintenance and Evolution (ICSME), 2019. - Just Enough Semantics: An Information Theoretic Approach for IR-Based Software Bug Localization
S. Khatiwada, M. Tushev, A. Mahmoud, Information and Software Technology (IST), 2018, vol. 93, pp. 45-57.
Presentations & Talks
- Paper Presentation, Domain-Specific Analysis of Mobile App Reviews Using Keyword-Assisted Topic Models
International Conference on Software Engineering (ICSE), 2022. - Paper Presentation, Analysis of Non-Discrimination Policies in Sharing Economy
International Conference on Software Maintenance and Evolution (ICSME), 2021. - Paper Presentation, Digital Discrimination in Sharing Economy: A Requirements Engineering Perspective
Inter. Requirements Engineering Conf. (RE), 2020. - Paper Presentation, Linguistic Documentation of Software History
Inter. Conf. on Program Comprehension (ICPC), 2020. - Paper Presentation, Linguistic Change in Open Source Software
International Conference on Software Maintenance and Evolution (ICSME), 2019.
Positions
- May 2018 – present. Research Assistant
- August 2018 – May 2020. Teaching Assistant
- CSC 4330 (Software Systems Development)
- CSC 2262 (Numerical Methods with MATLAB)
- CSC 1351 (Computer Science II for Majors with Java)
- CSC 1253 (Introduction to Computer Science with C++)
- June 2019. Teaching Assistant, Intro to Computer Science and Programming (Grades 9-12)
- August 2015 – May 2018. Graduate Assistant, LSU International Services Office
Professional Service
- Student volunteer, ICSE'21
- Program Committee: ICSE Demo'20, MSR'21 (Shadow PC), RE Artifacts'21, REFSQ'22
- Website & Social Media Chair, CrowdRE'20, '21
- Reviewer: Empirical Software Engineering
Misc
- I’m also a bass player. I post my online jams and little musical excerpts here.