Md. Mustakin Alam
Adjunct Lecturer
ext.md.mustakin@bracu.ac.bd
Websites
https://mustakinalam.github.io/ https://www.linkedin.com/in/mdmustakinalam/I am a passionate lecturer, researcher, and machine learning engineer with expertise in Machine Learning, Deep Learning, Artificial Intelligence, Federated Learning, and Natural Language Processing. I have extensive experience working on diverse projects that involve developing cutting-edge approaches to solve complex problems in these areas. Currently, I am working as a machine learning engineer, where I apply my expertise to develop and deploy machine learning models for practical applications. Currently, I am also serving as a contractual lecturer at BRAC University.
Throughout my time in the field of Machine Learning, I have successfully contributed to the development of custom models and algorithms, significantly improving the performance of existing systems. I am constantly exploring new applications of these technologies to tackle real-world problems and drive innovation. My research interests encompass not only advancing the field of machine learning but also leveraging interdisciplinary knowledge to address broader challenges.
In addition to my practical experience, I have actively contributed to the research community by submitting and publishing several papers in prestigious conferences and journals related to machine learning and artificial intelligence. I am driven by the desire to collaborate with like-minded individuals who share a passion for research, innovation, and pushing the boundaries of what is possible in these exciting fields.
Journal
[1] Md. Mustakin Alam, Tanjim Ahmed, Meraz Hossain, Mehedi Hasan Emo, Md. Kausar Islam Bidhan, Md Tanzim Reza, Md. Golam Rabiul Alam, Mohammad Mehedi Hassan, Francesco Pupo, Giancarlo Fortino. “Federated Ensemble-Learning for Transport Mode Detection in Vehicular Edge Network”. In: Future Generation Computer Systems, FGCS (2023) DOI: https://doi.org/10.1016/j.future.2023.07.022 [Journal: Q1, IF: 7.50]
Conference
[1] Rakin Mostafa, Md. Humaion Kabir Mehedi, Md. Mustakin Alam, Annajiat Alim Rasel. “Bidirectional LSTM and NLP based Sentiment Analysis of Tweets”. In: 14th International Conference on Soft Computing and Pattern Recognition, SoCPaR (2022). DOI: 10.1007/978-3-031-27524-1_62 [Conference]
[2] Nafisa Nawer, Md. Shakiful Islam Khan, Md. Mustakin Alam, Md. Humaion Kabir Mehedi, Annajiat Alim Rasel. “Transformation of Visual Information Into Bangla Textual Representation”. In: 2023 IEEE 13th Annual Computing and Communication Workshop and Conference, CCWC (2023) DOI: 10.1109/CCWC57344.2023.10099345 [Conference]
[3] Niloy Farhan, Ishrat Tasnim Awishi, Md. Humaion Kabir Mehedi, Md. Mustakin Alam, Annajiat Alim Rasel. “Ensemble of Gated Recurrent Unit and Convolutional Neural Network for Sarcasm Detection in Bangla”. In: 2023 IEEE 13th Annual Computing and Communication Workshop and Conference, CCWC (2023) DOI: 10.1109/CCWC57344.2023.10099157 [Conference]
[4] Raima Islam, Mashequr Rahman Khan, Md Zunayedul Islam, Md. Mustakin Alam, Md Sabbir Hossain, Md Humaion Kabir Mehedi, Annajiat Alim Rasel. “Optimization of Deep CNN-based Bangla Sign Language Recognition using XGBoost classifier”. In: ICCTA '23: Proceedings of the 2023 9th International Conference on Computer Technology Applications DOI: https://doi.org/10.1145/3605423.3605430 [Conference]
Check all of my publications from here: https://scholar.google.com/citations?user=GMECoi0AAAAJ
CSE422 - Artificial Intelligence
CSE341 (Lab) - Microprocessors Laboratory
CSE461 (Lab) - Introduction to Robotics Laboratory
CSE422 (Lab) - Artificial Intelligence Laboratory
