• Assisted in teaching CSE235: Computer Systems and Organization and CSE350: Introduction to Software Engineering, conducting review sessions and clarifying complex concepts for students.
• Evaluated assignments, projects, and exams, ensuring fair and consistent grading while providing constructive feedback to enhance student learning.
• Held office hours to counsel students on coursework, career guidance, and problem-solving strategies, fostering academic success and engagement.
• Developed deep learning techniques for image processing, optimizing feature extraction for image analysis.
• Led research on deep learning model compression, achieving a 60% reduction in computations while maintaining 94% accuracy.
• Explored multi-modal embeddings to enhance AI models for better prediction.
• Innovated techniques for foundation model compression to optimize deployment in medical and resource-constrained environments.
Responsible for developing the deep learning model and deploy the developed model into android based smartphones.
Responsible for developing the android application.
• Developed a deep learning-based system for human activity recognition from multimodal sensor data, achieving a 93% accuracy.
• Conducted extensive analysis of behavioral and biomedical datasets, applying machine learning to detect depression.
• Designed an Android-based application for real-time human activity monitoring using deep learning.
Kwangwoon University , Seoul,South Korea, 1st March 2019 - present
• Taking exams and evaluating lab projects & performances.
ME-SOLshare Limited , DOHS Baridhara, North Dhaka,Bangladesh, 20th December 2016 - 20th February 2019 .
• Worked as a senior Android application Developer. Key responsibilities are to design the UI and build IoT based application,giving the application different language platform.
• Maintain the communication between application and server using API with retrofit service.
• Debugging and analysis problems and according to the problem providing the solution.
• Member of Data Analytical team, have to analysis large amount of data for understanding the user behavior.
ICT DIVISION, BANGLADESH
• Worked as a part-time trainer.
• Have to take classes on Android Application Development from basic to primary advance according to selected syllabus.
• It’s a project based training so have to teach student according to project.