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Suraia Afroz Maria
I'm a CS Graduate from United International University,
Dhaka, Bangladesh, seeking a MSc position. My research interests include, but not limited to
computer vision, deep learning, bioinformatics and robotics. I am particularly interested in the
development of autonomous systems for underwater exploration.
I am currently working as a Research Assistant at the UIU.
I love playing Badminton, walking and watching movies.
Email /
CV /
LinkedIn /
ResearchGate
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Scholar /
X /
Github
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Programming Languages: C, C++, Python, Java
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Scripting Languages: HTML, CSS, SQL, BASH, Latex
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Machine Learning Frameworks: Numpy, Pandas,
Matplotlib, Scikit-Learn, OpenCV
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Deep Learning Frameworks: Keras, TensorFlow, Pytorch
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Microsoft Office: Word, Excel, Powerpoint
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Computer Vision
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Deep Learning
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Robotics
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Bioinformatics
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Interactive Learning Models
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Explainable AI for Crop Disease
While CNN-based plant disease classifiers are widely reported, few works
integrate explainability for real-world decision-making. This project demonstrates
how Grad-CAM explanations can validate model predictions and build trust in automated crop
diagnostics.
2025
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UIU Mars Rover
Designed Life Detection Framework, Biomolecule-based life detection, Rover
installed laboratory, Soil and rock data Analysis, Research on Raman Spectroscopy to identify
molecules.
2023, 2024
Video
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Remotely Operated Underwater Vehicle
This project is a part of my undergraduate thesis. The Remotely Operated
Underwater Vehicle (ROUV) is designed with a unique 3D design providing six degrees of freedom
which also includes a unique hardware implementation, image denoising, and object detection.
This is specifically designed for exploration, search, and rescue missions under the water,
maintaining fluid dynamics.
2024
Documentation
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Student Room: An e-learning platform
This project is an outcome of my System Analysis and Design Laboratory.
Student Room is a comprehensive student platform that offers a range of features to support
student learning and academic
success.
CSE Project Show, Fall 2022
Documentation
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25% to 100% Scholarship Award Academic Excellence
25% to 100% Scholarship award for academic excellence from United
International University
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2nd Runner-Up in System Analysis & Design
2nd Runner-Up in CSE Project Show Fall 2022 (Course: System Analysis & Design
Laboratory) - Organized by United International University
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2nd Runner-Up in Brand Master 2.0
2nd Runner Up in Brand Master 2.0-Know me by name - Organized by UIU Marketing
Forum
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Completion of Robo Apocalypse 2022
Successfully completed the robotics workshop, Robo Apocalypse - Organized by
UIU Robotics Club
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Completion of Robotics and AI Workshop 2024
Successfully completed the Robotics and AI Workshop 2024, a part of GREAT Talk
- Organized by British Council Bangladesh
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9th position in the University Rover Challenge 2023
9th position in the University Rover Challenge 2023, 1st in the Asia -
Organized by The Mars Society
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3rd position in the Anatolian Rover Challenge 2023
3rd position in the Anatolian Rover Challenge 2023, 1st in the Asia -
Organized by UKET
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5th position in the University Rover Challenge 2024
5th position in the University Rover Challenge 2024, 1st in the Asia -
Organized by The Mars Society
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Completed 7.321KM Run
Completed 7.321KM Run in Turkish Airlines Active Pulse Half Marathon 2025 -
Organized by Active Pulse Bangladesh
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