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Lecturer
Department of CSE
University of Asia Pacific
Dhaka, Bangladesh.
Duration:  22 July 2022 to Present

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IBM Data Science

Applied Data Science

Advanced Machine Learning on Google Cloud

DeepLearning.AI TensorFlow Developer

TensorFlow: Advanced Techniques

Computer Vision

Generative Adversarial Network (GAN)

Natural Language Processing

Model Optimization

Image Processing

Journal:

1. Md. Siddiqure Rahman Tusher, Nakiba Nuren Rahman, Shabnaz Chowdhury, Anika Tabassum, Md. Akhtaruzzaman Adnan, Rashik Rahman and Shah Murtaza Rashid Al Masud, “An Enhanced Variational AutoEncoder Approach for the Purpose of Deblurring Bangla License Plate Images” International Journal of Advanced Computer Science and Applications(IJACSA), 14(6), 2023. http://dx.doi.org/10.14569/IJACSA.2023.01406133

2. Noor Mairukh Khan Arnob, Nakiba Nuren Rahman, Saiyara Mahmud, Md. Nahiyan Uddin, Rashik Rahman and Aloke Kumar Saha, “Facial Image Generation from Bangla Textual Description using DCGAN and Bangla FastText” International Journal of Advanced Computer Science and Applications(IJACSA), 14(6), 2023. http://dx.doi.org/10.14569/IJACSA.2023.01406134

3. Ayman Hasib, Jannatul Ferdous Eva, Saqib Sizan Khan, Mst. Nipa Khatun, Ashraful Haque, Nishat Shahrin, Rashik Rahman, Hasan Murad, Md. Rajibul Islam, Molla Rashied Hussein, "BDSL 49: A comprehensive dataset of Bangla sign language", Data in Brief, Volume 49, 2023, 109329, ISSN 2352-3409, https://doi.org/10.1016/j.dib.2023.109329.

4. Nasima Begum, Saqib Sizan Khan, Rashik Rahman, Ashraful Haque, Nipa Khatun, Nusrat Jahan and Tanjina Helaly, “QMX-BdSL49: An Efficient Recognition Approach for Bengali Sign Language with Quantize Modified Xception” International Journal of Advanced Computer Science and Applications(IJACSA), 14(5), 2023. http://dx.doi.org/10.14569/IJACSA.2023.01405113

5. Nasima Begum, Rashik Rahman, Nusrat Jahan, Saqib Sizan Khan, Tanjina Helaly, Ashraful Haque, and Nipa Khatun. "Borno-net: A real-time Bengali sign-character detection and sentence generation system using quantized Yolov4-Tiny and LSTMs." Applied Sciences 13, no. 9 (2023): 5219.

6. Rashik Rahman, Hasan Murad, Nakiba Nuren Rahman, Aloke Kumar Saha, Shah Murtaza Rashid Al Masud, and AS Zaforullah Momtaz. "CapNet: An Encoder-Decoder based Neural Network Model for Automatic Bangla Image Caption Generation." International Journal of Advanced Computer Science and Applications 13, no. 8 (2022).

7. M. Amiruzzaman, R. Rahman, M. R. Islam, and R. M. Nor; "Logical analysis of built-in DBSCAN Functions in Popular Data Science Programming Languages" ;MIJST, vol. 10, no. 1, pp. 25-32, Jun. 2022

Conference Paper:

1. Nusrat, Fariha, Jolekha Begum Bristy, Rashed Khandoker, Tanjina Helaly, and Rashik Rahman. "Automatic Bangla Signboard and Region of Text Interests Detection from Natural Scene." In 2022 International Conference on Recent Progresses in Science, Engineering and Technology (ICRPSET), pp. 1-5. IEEE, 2022.

2. Karim, AHM Zadidul, Md Sazal Miah, GR Ahmed Jamal, Rafatul Alam Fahima, and Rashik Rahman. "Effect of Number of Modes of EMD in Respiratory Rate Estimation from PPG Signal." In 2022 International Conference on Advancement in Electrical and Electronic Engineering (ICAEEE), pp. 1-6. IEEE, 2022.

3. Mariam Rahman, Rashik Rahman, Khadiza Akter Supty, Rakefa Tus Sabah, Md Rajibul Islam, Md Rashedul Islam, and Nadeem Ahmed. " A Real Time Abysmal Activity Detection System Towards the Enhancement of Road Safety." In 2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET), pp. 1-5. IEEE, 2022.

4. Rashik Rahman, Abdul Fattah Rakib, Mariam Rahman, Tanjina Helaly, and Tanmoy Sarkar Pias. " A Real-time End-to-End Bangladeshi License Plate Detection and Recognition System for All Situations Including Challenging Environmental Scenarios." In 2021 5th International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT), pp. 1-6. IEEE, 2021.

5. Amiruzzaman, Md, Rashik Rahman, Md Rajibul Islam, and Rizal Mohd Nor. "Evaluation of DBSCAN algorithm on different programming languages: An exploratory study". In 2021 5th International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT), pp. 1-6. IEEE, 2021.

6. Maraz, Md Rafat Jamader, Rashik Rahman, Md Mehedi Ul Hasnain, and Hasan Murad. "A Cross-Platform Blood Donation Application with a Real-Time, Intelligent, and Rational Recommendation System". In 2021 International Conference on Electronics, Communications and Information Technology (ICECIT), pp. 1-4. IEEE, 2021.

7. Rashik Rahman Tanmoy Sarkar Pias, and Tanjina Helaly. "Ggcs: A greedy graph-based character segmentation system for bangladeshi license plate". In2020 4th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), pp. 1-7. IEEE, 2020.

8. Hasan Murad, Alim Al Razi, and Rashik Rahman. "ColorNet: A Deep Learning Based Approach to Colorize the Historical Documentaries of Bangladesh". In 2021 International Conference on 4th Inudstrial Revulation and Beyond (IC4IR 2021).

9. Hasan Murad, and Rashik Rahman. "AI Poet: A Deep Learning Based Approach to Generate Artificial Poetry in Bangla". In 2021 International Conference on Big Data, IoT and Machine Learning (BIM 2021).