Robiul Islam

Robiul Islam

Research Instructor ยท Neuro Engineer

System & Software Engineering Specialist
Computational Neuroscience and Machine Learning Enthusiast

๐Ÿ“ Sirajganj, Bangladesh

About Me

Robiul Islam (Member, IEEE) has successfully completed his aspirantura (research degree) at Innopolis University in Russia. Previously, he earned master's degrees in "System and Software Engineering" from National Research University Higher School of Economics (HSE), Russia, and "Computer Science and Engineering" from the Islamic University of Technology (IUT), Bangladesh. He holds a Bachelor of Science in Computer Science and Engineering from East West University (EWU), Bangladesh.

Robiul has extensive teaching experience, including roles as a Teaching Assistant for courses such as Logic and Discrete Mathematics, Neuroscience, and Theoretical Computer Science at Innopolis University. He also served as a Co-Teaching Assistant for Discrete Mathematics and conducted lectures on subjects like Structure Programming and Introduction to Computer at Khwaja Yunus Ali University.

During his time at HSE, Robiul served as a research assistant at the Laboratory for Models and Methods of Computational Pragmatics. His research interests encompass machine learning, deep learning, human-computer interaction, brain-computer interaction, and visualization. He joined the IEEE as a Student and Computer Society Member in 2012 and 2014. Since then, he has upgraded his membership to match his educational advancements and professional growth. He continues to actively maintain his IEEE membership to this day.

Publications

Exploring the Relationship between Brain Hemisphere States and Frequency Bands through Deep Learning Optimization Techniques
Islam, Robiul, Dmitry I. Ignatov, Karl Kaberg, and Roman Nabatchikov
arXiv preprint arXiv:2509.14078 (2025)
DBLP
An Analytic Hierarchy Process for Student Motivation
Robiul Islam, Leonard Johard, Mohammad Reza Bahrami, and Mustafeed Zaman
Agents and Multi-agent Systems: Technologies and Applications 2023: Proceedings of 17th KES International Conference, KES-AMSTA 2023, June 2023, pp. 277-288. Springer Nature Singapore
Conference Scopus
Explainable Machine Learning for Sequences of Demographic Statuses
Anna Muratovaa, Ekaterina Mitrofanovaa, Robiul Islam
Procedia Computer Science 212 (2022): 358-367
Scopus
Explainable machine learning methods for classification of brain states during visual perception
Robiul Islam, Andrey V. Andreev, Natalia N. Shusharina, Alexander E. Hramov
Mathematics. 2022; 10(15):2819; DOI: https://doi.org/10.3390/math10152819
WoS Q1 Scopus
Interpretable Models and Patterns for EEG data set
Robiul Islam
The Fifth Scientific School "Dynamics of Complex Networks and their Applications" (DCNA'2021), Kaliningrad, Russia, September 13-15, 2021. p. 87-91
Scopus Conference
Comparison of Machine Learning Methods for Life Trajectory Analysis in Demography
Anna Muratova, Ekaterina Mitrofanova, and Robiul Islam
Intelligent Information and Database Systems: 13th Asian Conference, ACIIDS 2021, Phuket, Thailand, April 7โ€“10, 2021, Proceedings 13. Springer International Publishing, 2021. P. 630-642
Scopus DBLP WoS
On-air English Capital Alphabet (ECA) recognition using depth information
Hasan Mahmud, Robiul Islam, Md. Kamrul Hasan
Visual Computer (2021), January 2021, ISSN: 0178-2789, doi: https://doi.org/10.1007/s00371-021-02065-x
Scopus DBLP WoS Q2
Searching for Interpretable Demographic Patterns
Anna Muratova, Robiul Islam, Ekaterina Mitrofanova, Dmitry I. Ignatov
Proceedings of the Fifth Workshop on Experimental Economics and Machine Learning the National Research University Higher School of Economics co-located with the Seventh International Conference on Applied Research in Economics (iCare7) Aachen: CEUR Workshop Proceedings, 2019. P. 18-31
Scopus
Depression Detection Using K-Nearest Neighbors (KNN) Classification Technique
Md Rafiqul Islam, Md Abu Raihan Mostafa Kamal, Naznin Sultana, Mohammad Ali Moni, Robiul Islam and Anwaar Ulhaq
International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering, 2018, pages 1-4, 2018
Scopus Conference
Alphabet Recognition in Air Writing Using Depth Information
Robiul Islam, Hasan Mahmud, Md. Kamrul Hasan, Husne Ara Rubaiyeat
ACHI 2016: The Ninth International Conference on Advances in Computer-Human Interactions, page 299-301, April-2016, Venice Italy. ISBN: 978-1-61208-468-8

Education

Innopolis University (IU)
Innopolis City, Russia
Researcher. Research instructor (Doctoral Program)
Completed in July 2024
  • Defense Date: July 3, 2024
  • Orientation (Profile): Computer Science and Information Processes
  • Supervisor:
    • Alexander Hramov, Professor (upto September 2022)
    • Alexander Maloletov, Professor (October 2022 to July 2024)
  • Adviser: Leonard Johard, Postdoctoral researcher (October 2022 to July 2024)
  • Thesis title: Analyzing sensor information processing in the human brain using EEG
  • Candidate examinations: Foreign Language; History and Philosophy of Science; Theoretical Computer Science
National Research University Higher School of Economics (HSE)
Moscow, Russia
Master's Programme 'System and Software Engineering'
Completed in June 2020
  • CGPA: 8.06 on a scale of 10.0
  • Supervisor: Dmitry I. Ignatov, Associate Professor
  • Thesis title: Software Tools for Demographic Sequence Analysis
Islamic University of Technology (IUT)
Gazipur, Bangladesh
Master of Science in Computer Science and Engineering
Completed in August 2018
  • CGPA: 3.13 on a scale of 4.0
  • Supervisor: Dr. Kamrul Hasan, Professor
  • Thesis title: Alphabet recognition in unconstrained Air Writing using Depth Information
East West University (EWU)
Dhaka, Bangladesh
Bachelor of Science in Computer Science and Engineering
Completed in April 2013
  • CGPA: 3.30 on a 4.0 scale (Equivalent to 83% as per EWU grading system)
  • Thesis Title: Evolutionary Algorithm for Graph Coloring Problem
  • Supervisor: Dr. Md. Mozammel Huq Azad Khan, Professor

Thesis Committee

Major Postgraduate and Doctoral Studies Program in Computer Science

Subject: Computer Science โ†’ Computer Science and Information Processes

Location: Innopolis University

  • Supervisor: Maloletov Alexander
  • Consultants: Kaaberg Johard Carl David Leonard
  • Internal: Manuel Mazzara
  • External: Dmitry Ignatov, HSE

Master's Programme

Subject: System and Software Engineering

Location: National Research University Higher School of Economics

  • Supervisor: Dmitry Ignatov
  • External (Other Department): Ekaterina Mitrofanova

Master of Science

Subject: Computer Science and Engineering

Location: Islamic University of Technology (IUT)

  • Supervisor: Dr. Md. Kamrul Hasan
  • Internal: Dr. Muhammad Mahhub Alam, Ex-Officio
  • Internal: Dr. Md. Hasanul Kabir
  • External: Dr. Mohammad Shoyaib, IIT DU

Bachelor of Science

Subject: Computer Science and Engineering

Location: East West University (EWU)

  • Supervisor: Dr. Mozammel Huq Azad Khan

Experience

Independent University, Bangladesh (IUB)
Dhaka, Bangladesh
Assistant professor (Adjunct Faculty)
Jan-2025 to May 2025
  • Took class and exam
  • Give project and review
  • Assessment of lab activity
Innopolis University
Innopolis City, Russia
Teaching Assistant
August-2020 to December 2022
  • Receive pedagogical experience
  • Develop pedagogical competencies
  • Develop Lab slides that can be used for current further courses
Laboratory for Models and Methods of Computational Pragmatics
Moscow, Russia
Research Assistant
September-2019 to June-2020
  • Performing research on a laboratory project
Intelligent Design & Dynamic Ltd
Dhaka, Bangladesh
Software Engineer
April-2017 to June-2018
  • Create a user management software
  • Worked on real time application for hospital nurse
City University
Dhaka, Bangladesh
Lecturer of Department of Computer Science and Engineering
Fall-2016
  • Took class
Khwaja Yunus Ali University
Sirajganj, Bangladesh
Acting Head of Department of Computer Science and Engineering
April-2016 to August-2016
Lecturer of Department of Computer Science and Engineering
Jan-2016 to August-2016
  • Took class
  • Updated and re-evaluate syllabus for computer science
East West University
Dhaka, Bangladesh
Graduate Teaching Assistance
May-2013 to August-2013
Undergraduate Teaching Assistance
January-2013 to April-2013
  • Helped teacher to organized lab and help students

Teaching Experience Expanded

Spring 2025 - Independent University Bangladesh (IUB) - Assistant professor

  • Computer Organization and Architecture
  • Web Applications and Internet

Fall 2021-22 - Innopolis University - Teaching Assistance

  • Logic and Discrete mathematics

Spring 2021-22 - Innopolis University - Teaching Assistance

  • Neuroscience, Master's
  • Theoretical Computer Science

Fall 2020 - Innopolis University - Co-Teaching Assistance

  • Discrete mathematics

Fall 2016 - City University - Lecture

  • Introduction to Computer
  • Automata Theory

Fall 2016 - Khwaja Yunus Ali University - Lecture

  • Discrete mathematics
  • Structure Programming
  • Introduction to computer

Spring 2013 - East West University - Graduate Teaching Assistance

  • Electrical Circuit

Summer 2013 - East West University - Under-graduate Teaching Assistance

  • Electrical Circuit

Achievement

Scholarship

  • Full Scholarship, Innopolis University, Russia; 2020-24
  • State Academic Scholarship, National Research University Higher School of Economics, Russia; 2018-20

Reviewer

  • DAMDID/RCDL 2023: Data Analytics and Management in Data Intensive Domains
  • AMSTA 2023: 17th International Conference on Agent & Multi-Agent Systems: Technologies & Applications

Funds/Grants

  • Institute of Software Development and Engineering fund for Paper publication, Innopolis University 2023; Amount Received: 625 EUR
  • Program of Scientific School Support: NSH-589.2022.1.2; Program of Peoples' Friendship University of Russia: RUDN; Amount Received: 1800 CHF
  • Student Affairs and Development Office fund for Paper publication, Innopolis University 2021; Amount Received: 11550 Rub
  • Russian Science Foundation under grant 17-11-01294, 2019
  • Basic Research Program at the National Research University Higher School of Economics and funded by the Russian Academic Excellence Project '5-100', 2019, 21
  • ICT Division Fellowship from ICT Division, Government of the People's Republic of Bangladesh, 2016-17; Amount Received: 290000 BDT

Other

  • Nomination "SILVER CHILD" Golden HSE Award 2019
  • Finalist of The Ilya Segalovich Award, Honor date: Apr 2018, Honor Issuer: Yandex
  • IEEE VOLT program Graduate 2017

Workshop / Online course / Congress

Skills

Technical Skills

  • Programming Languages: Python, Matlab-Simulink
  • ML/DL Tools: Keras

Language Proficiency

  • Bengali (Native)
  • English (Proficient)

Membership

Institute of Electrical and Electronics Engineers (IEEE)

Professional Member - Bangladesh Section (Current)

Since January-2012

Publication (non-research)

Title (Poetry Book): Poems by ChatGPT

Publisher: Worthy Publications

Country: Bangladesh

Language: English and Bangla

Year: 2023

Voluntary Activities

References

References available upon request.