Mr. Durjoy Mistry ,Federated Learning
, Best Researcher Award
Durjoy Mistry at Department of CSE, University of Asia Pacific, Bangladesh
Professional Profile:
Summary:
Mr. Durjoy Mistry is an accomplished educator, researcher, and digital creator with a profound passion for leveraging technology and education to drive innovation. With expertise in federated machine learning, object-oriented programming, and problem-solving, Durjoy excels in delivering remarkable value to organizations. With strong communication skills and a creative flair, Durjoy brings a unique blend of technical prowess and creative vision to any project.
👩🎓Education:
Mr. Durjoy Mistry graduated with a Bachelor of Science in Computer Science and Engineering from the University of Asia Pacific, where he consistently demonstrated academic excellence and a passion for learning. During his time at the university from Fall 2017 to Spring 2020, Durjoy engaged in a diverse range of coursework, honing his skills in areas such as object-oriented programming, data analysis, and full-stack web development. His academic journey provided him with a solid foundation in computer science principles and equipped him with the knowledge and expertise necessary to excel in his professional endeavors.
Professional Experience:
- Educator & Researcher
- Leveraging expertise in federated machine learning, natural language processing, and computer vision to drive impactful research initiatives.
- Digital Creator
- Proficient in full-stack web development, creative design, and online marketing, with a keen eye for creating visually appealing content.
- Video Editor & Host
- Experienced in video editing, cinematography, hosting shows, and producing video documentaries, with a talent for scripting and voiceover work.
Research Interest :
- Data Science: Specializing in federated learning, natural language processing, and computer vision.
- Object-Oriented Programming: Proficient in Python and Java, with expertise in designing efficient algorithms and implementing solutions.
- Creative Design: Skilled in creating visually appealing designs for web, presentations, and logos, with a focus on user experience principles.
- Communication & Presentation: Excellent verbal and written communication skills in English, enabling effective collaboration and documentation.
Publication Top Noted:
Paper Title: Explainable federated learning for privacy-preserving bangla sign language detection
- Authors: Bidita Sarkar Diba, Jayonto Dutta Plabon, MD Mahmudur Rahman, Durjoy Mistry, Aloke Kumar Saha, MF Mridha
- Journal: Engineering Applications of Artificial Intelligence
- Year: 2024
Paper Title: Federated Transfer Learning for Vision-Based Fall Detection
- Authors:Durjoy Mistry, Moshiur Rahman Tonmoy, Md Shahib Anower, ASM Touhidul Hasan
- Journal: International Conference on Big Data, IoT and Machine Learning
- Year: 2023
Paper Title: Privacy-Preserving On-Screen Activity Tracking and Classification in E-Learning Using Federated Learning
- Authors:Durjoy Mistry, MF Mridha, Mejdl Safran, Sultan Alfarhood, Aloke Kumar Saha, Dunren Che
- Journal: IEEE Access
- Year: 2023