Highly motivated and research-driven Computer Science professional with a Master's in Data Science and hands-on experience in Machine Learning, Deep Learning, NLP, and Computer Vision. Leverages strong academic research, practical model-building expertise, and a passion for AI to develop innovative solutions for complex real-world and industrial challenges. Proven ability to contribute to cutting-edge projects and drive impactful technological advancements.
Graduate Teaching Assistant
Dhaka, Dhaka, Bangladesh
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Summary
Supported instruction and research within the Department of Computer Science and Engineering, focusing on advanced computing topics.
Highlights
Facilitated laboratory sessions and practical exercises for computer science courses, guiding students through programming assignments and project development.
Assisted in the preparation of course materials, including presentations and problem sets, to enhance the learning experience for undergraduate students.
Mentored students on technical concepts, debugging strategies, and best coding practices, contributing to improved academic performance.
Junior AI Engineer (Remote)
Dhaka, Dhaka, Bangladesh
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Summary
Developed and deployed AI-driven solutions remotely for Algoramming, specializing in machine learning and deep learning applications.
Highlights
Contributed to the development of machine learning models for real-world applications, utilizing expertise in deep learning and computer vision.
Collaborated with remote teams to integrate AI solutions into existing platforms, ensuring scalability and performance.
Researched and implemented advanced algorithms in areas such as NLP and image processing to enhance product capabilities.
Participated in code reviews and maintained documentation for AI projects, adhering to best practices in software development.
Graduate Teaching Assistant
Dhaka, Dhaka, Bangladesh
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Summary
Supported faculty and students in the Department of Mathematics, Physics, and Statistics, enhancing learning outcomes and research capabilities.
Highlights
Assisted professors in delivering complex course material, leading recitation sessions and facilitating student comprehension in mathematics, physics, and statistics.
Provided one-on-one and group tutoring to over 50 students, improving understanding of core concepts and problem-solving skills.
Graded assignments and exams, offering constructive feedback to foster academic growth and ensure fair evaluation.
Vice-President
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Summary
Led and managed activities for the EWU Computer Programming Club, fostering a vibrant community for aspiring programmers.
Highlights
Organized and executed over 10 programming workshops and coding competitions, engaging more than 200 students in skill development.
Coordinated with faculty advisors and club members to plan strategic initiatives, increasing club membership by 25% within one year.
Managed resource allocation and logistical planning for club events, ensuring successful delivery and positive participant experience.
Senior General Member
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Summary
Contributed to the East West University Robotics Club as a Senior General Member, participating in various robotics projects and initiatives.
Highlights
Actively participated in the design and development of robotic prototypes, applying principles of mechanical and software engineering.
Collaborated with team members on problem-solving and technical challenges, contributing to successful project completion.
Mentored junior members on fundamental robotics concepts and practical application, fostering a collaborative learning environment.
Senior General Member
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Summary
Engaged as a Senior General Member in the East West University Club Sports Club, promoting sportsmanship and team activities.
Highlights
Participated in various club sports activities, promoting physical fitness and teamwork among university students.
Assisted in organizing inter-departmental sports events, contributing to the logistical and operational success of tournaments.
Fostered a positive and inclusive environment, encouraging broader student participation in club-sponsored athletic programs.
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M.S. in Computer Science and Engineering
Data Science
Grade: CGPA: 3.75/4.00
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B.Sc. in Computer Science and Engineering
Intelligence System and Data Science
Grade: CGPA: 3.53/4.00 (140 credits)
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Higher Secondary Certificate (HSC)
Science
Grade: GPA: 3.75/5.00
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Secondary School Certificate (SSC)
General
Grade: GPA: 4.06/5.00
Published by
Springer, Intelligent Computing and Optimization, ICO 2023, Lecture Notes in Networks and Systems
Summary
Published research on leveraging Convolutional Neural Networks for automated skin cancer detection, improving diagnostic accuracy through advanced image processing.
Published by
Springer, Intelligent Computing and Optimization, ICO 2023, Lecture Notes in Networks and Systems
Summary
Co-authored a publication detailing a Convolutional Neural Network framework designed for accurate handwritten character recognition, enhancing optical character recognition capabilities.
Published by
IEEE, 2023 26th International Conference on Computer and Information Technology (ICCIT)
Summary
Contributed to research on a deep learning-based framework for Bangla handwritten text recognition, presented at a major international conference.
Published by
IEEE, 2023 26th International Conference on Computer and Information Technology (ICCIT)
Summary
Co-authored a paper on smart spectacles integrating voice-to-text and sign language for the deaf community, presented at a leading computer and information technology conference.
Python, Java, C, C++, PHP, Dart, SQL, HTML, XML.
Deep Learning, Natural Language Processing (NLP), Computer Vision, Scikit-learn, TensorFlow, Keras, PyTorch, Pandas, NumPy, SciPy, PySpark, Data Analysis, Algorithm Development, Model Building.
OpenCV, scikit-image, Handwritten Text Recognition, Character Recognition, Skin Cancer Detection.
Django, Flask.
Firebase, MySQL, SQLite.
VSCode, Android Studio, Jupyter Notebook, Anaconda, Spider, Microsoft Office, Git, GitHub.
Academic Research, Problem Solving, Technical Documentation, Software Development, AI Solutions, Algorithmic Design.
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Summary
A machine learning-based innovative software designed to convert handwritten Bangla text into digital format, leveraging advanced deep neural networks.