Fahim-Ul-Islam
Research Assistant
fahim.islam@bracu.ac.bd
Websites
https://www.linkedin.com/in/fahim-ul-islam-99707b214/Address
CSE Department
4th floor, Room No # ,
Brac University,
Kha 224 Bir Uttam Rafiqul Islam Avenue,
Merul Badda, Dhaka, Bangladesh
Hello! I am Fahim-Ul-Islam, currently working as a Graduate Research Assistant in Computer Science and Engineering at Brac University. under the supervision of Amitabha Chakrabarty. Besides, I am pursuing my master's degree at Brac University, where I am engaged in my thesis and have nearly completed my coursework. I have also done my Bachelor's in Computer Science and Engineering at Brac University. My research interest can be mainly summarized as follows:
Efficient learning approaches for edge intelligence
Robust machine learning for autonomous systems
Cutting-edge solutions for Language Understanding
In the domain of Computer Vision and Graphics, my research is driven by a profound interest in leveraging Artificial Intelligence (AI) to enhance the comprehension and interpretation of visual data. My work aims to advance the state-of-the-art in computer vision algorithms, addressing critical tasks such as object detection, recognition, image generation, and manipulation. By integrating sophisticated deep learning methodologies with computer graphics techniques, I aim to develop systems that can achieve near-human-level accuracy in analyzing and understanding visual content. Additionally, I am deeply interested in Natural Language Processing (NLP) and its multifaceted applications, with particular emphasis on developing Large Language Models (LLMs). I believe that advancements in NLP and LLMs can drive transformative changes across industries by greatly enhancing machines' understanding and processing of human language.
Journals
Wildfire Prediction in the United States Using Time Series Forecasting Models
Authors: Muhammad Khubayeeb Kabir, Kawshik Kumar Ghosh, Md Fahim Ul Islam, Jia Uddin
Journal: Annals of Emerging Technologies in Computing (AETiC), 2024
Impact Factor: 0.73
Wheat Disease Analysis Using Transformer Models with Reinforced Linear Attention and Federated Learning
Authors: Md. Fahim-Ul-Islam, Amitabha Chakrabarty, Sarder Tanvir Ahmed, Rafeed Rahman, Md. Jalil Piran
Journal: IEEE Access, 2024
Impact Factor: 3.4 [Accepted]
An Interpretable Fusion Model Integrating Lightweight CNN and Transformer Architectures for Rice Leaf Disease Identification
Authors: Amitabha Chakrabarty, Sarder Tanvir Ahmed, Md. Fahim-Ul-Islam, Syed Mahfuzul Aziz, Siti Sarah Maidin
Journal: Ecological Informatics, 2024
Impact Factor: 5.1 [Accepted]
Conferences
Real-time Mastitis Detection in Livestock Using Deep Learning and Machine Learning Leveraging Edge Devices
Authors: Kawshik Kumar Ghosh, Md Fahim Ul Islam, Abrar Ahsan Efaz, Amitabha Chakrabarty, Shahriar Hossain
Conference: International Symposium on Medical Information Communication Technology (ISMICT), 2023
Decoding Emotions: Leveraging Machine Learning to Analyze Emotional Expression for Deeper Mental Health Insights
Authors: Md Wahiduzzaman, Md Fahim-Ul-Islam, Amitabha Chakrabarty
Conference: International Conference on Advances in Computing, Communication, Electrical, and Smart Systems (iCACCESS), 2024
Multilingual Sentiment Analysis on Social Media: Harnessing Deep Learning for Enhanced Insights and Decision Support for Foreign Travelers
Authors: Mehedi Hasan, Md. Tahmid Rahman, Abu Hasnayen Zillanee, Md. Golam Rabiul Alam, Md Fahim-Ul-Islam, Amitabha Chakrabarty
Conference: 6th International Conference on Electrical Engineering and Information Communication Technology (ICEE-ICT), 2024
Transforming Precision: A Comparative Analysis of Vision Transformers, CNNs, and Traditional ML for Knee Osteoarthritis Severity Diagnosis
Authors: Tasnim Sakib Apon, Md Fahim-Ul-Islam, Nafiz Imtiaz Rafin, Joya Akter, Md Golam Rabiul Alam
Conference: 6th International Conference on Electrical Engineering and Information Communication Technology (ICEEICT), 2024
Utilizing Deep Learning Architectures for Early Detection of Lung Diseases in Chest X-ray Images
Authors: Sarder Tanvir Ahmed, Mohammad Fairoz Mahdin, Shomtirtha Barua, Fahim Shariar Abir, Md Fahim-Ul-Islam, Amitabha Chakrabarty
Conference: 26th International Conference on Computer and Information Technology (ICCIT), 2023
Deep Learning Based Crowd Monitoring And Person Identification System
Authors: Mohammad Fahim Haque, Tawhid Al Muhaimin Choudhury, Dipto Sarkar, Samiul Hoque Rafi, Md Shajidur Rahim, Md Fahim-Ul-Islam, Amitabha Chakrabarty
Conference: 26th International Conference on Computer and Information Technology (ICCIT), 2023
Gastrointestinal Insights Redefined: An Integrated Hybrid Model Fusing Vision Transformer and Transfer Learning
Authors: Shahriar Hossain, Rafeed Rahman, Md Fahim-Ul-Islam, Amitabha Chakrabarty
Conference: 6th International Conference on Electrical Engineering and Information Communication Technology (ICEEICT), 2024
Enhancing Transparency in Transport Mode Detection: An Interpretable Ensemble Model Classifier
Authors: Azwad Aziz, Nafisa Khan Youkee, Fariha Shams Ahmed,Sandia Tasnim, Md Fahim-Ul-Islam, Amitabha Chakrabarty
Conference: International Conference on Advances in Computing, Communication, Electrical, and Smart Systems (iCACCESS), 2024
Enhancing Monkeypox Diagnosis for Skin Lesion Classification
Authors: Namirah Nazmee, Mashyat Samiha Alli, Khusbo Alam, Amitabha Chakrabarty, Md Fahim-Ul-Islam
Conference: 26th International Conference on Computer and Information Technology (ICCIT), 2023
Posters
Vitamin D Deficiency Detection: A Novel Ensemble Approach with Interpretability Insights
Authors: Md Fahim-Ul-Islam, Mehedi Hasan, Md Tahmid Rahman, Amitabha Chakrabarty
Conference: 6th International Conference on Electrical Engineering and Information Communication Technology (ICEEICT), 2024
CoAtNet-Lite: Advancing Mammogram Mass Detection Through Lightweight CNN-Transformer Fusion with Attention Mapping
Authors: Sarder Tanvir Ahmed, Shomtirtha Barura, Md Fahim-Ul-Islam, Amitabha Chakrabarty
Conference: 6th International Conference on Electrical Engineering and Information Communication Technology (ICEEICT), 2024
Graduate Research Assistant, Department of Computer Science and Engineering, Brac University, Dhaka, Bangladesh
2023 – Present
Conducting advanced research in various areas of computer science and engineering.
Associate (Operations), Quantanite, Dhaka, Bangladesh
2023
Contributed to operational efficiencies and strategic planning.
Machine Learning Engineer Intern, Virtual Market Solution Limited (VMSL), Dhaka, Bangladesh
2023
Developed and implemented machine learning models to solve real-world problems.
Project Intern, JAILBREAKVPN.COM (A Cybersecurity Firm), Dhaka, Bangladesh
2021
Assisted in cybersecurity projects and enhanced online security measures.
Web Developer (Contractual), Dhaka, Bangladesh
2020 – 2021
Designed and maintained websites, ensuring optimal performance and user experience.
Conference External Reviewer:
International Conference on Advances in Computing, Communication, Electrical, and Smart Systems, (iCACCESS.2024)
4th International Conference on Artificial Intelligence, Information Processing and Cloud Computing, (AIIPCC 2024)
7th International Conference on Bioinformatics and Biomedical Engineering 2024, (BIBE2024)
Journal Reviewer:
Engineering Applications of Artificial Intelligence, Elsevier
IEEE Access, Institute of Electrical and Electronics Engineers Inc.
Undergraduate Thesis Panel Judge
Dept of CSE, Brac University
2023 - Present
Evaluated undergraduate thesis presentations, offering constructive criticism and grading to ensure high academic standards.
Undergraduate Thesis Co-supervisor
Dept of CSE, Brac University
2023 - Present
Collaborated with primary supervisors to guide students in their thesis work, focusing on research methodology and project execution.
Master of Computer Science and Engineering
Brac University, Dhaka, Bangladesh
Current Doing Coursework
Bachelor of Computer Science and Engineering
Brac University, Dhaka, Bangladesh
Spring 2019 - Spring 2023
Jalalabad Cantonment Public School and College, Sylhet
Higher Secondary School Certificate (Science)
January 2016 - October 2018
Received Merit-Based Scholarship
Sylhet Government Pilot High School
Secondary School Certificate (Science)
February 2014 - January 2016
Received Merit-Based Scholarship
Accepting
As: |
|
Level: |
Undergraduate |
Type: |
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• Machine Learning
• Deep Learning
• Internet of Things (IoT)
• Edge Computing,
• Computer Vision
• Attention Mechanisms