GRADUATE
Hi, I’m Aria Rahman, a Computer Science and Engineering (CSE) student with a strong interest in AI, data science, machine learning and computer vision. I’m focused on developing my skills in data analysis, image processing, and applying analytical thinking to solve real-world problems across various domains. I enjoy challenging environments and am always eager to learn new tools, frameworks, and technologies.
Smile Care BD
Feb 2026 — Jun 2026· 4 mos
Conducted applied AI/ML research spanning dataset preparation, experimentation, manuscript writing. Identified geometric grounding via layout prior as key to stable multi-task performance.
Bachelor of Science · Computer Science and Engineering · 3.89
Higher Secondary Certificate · 5.00
Secondary School Certificate · 5.00
Project
Built a multi-task pipeline for joint spacecraft classification, detection, and segmentation. Designed CQCA and CCLP modules to bridge segmentation context into classification. Ran a 3-way ablation study, evaluating with mAP, mIoU, and F1 via COCO-style m
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Compiled operational records by filtering, and handling outliers using Z-score capping. Conducted exploratory data analysis using aggregations and statistical computations. Prepared a performance scoring report using normalization and weighted metrics to
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Designed a modular Space Invaders game with horizontal player movement and shooting. Developed alien grid movement with randomized firing behavior and collision-based damage system.
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Performed data pre-processing, EDA, and feature engineering to validate dataset consistency and quality. Applied statistical modeling with feature importance analysis to identify key performance drivers. Prepared a rule-based reporting framework with ROI-
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Performed data cleaning, categorical encoding, and outlier detection to validate dataset accuracy prior to analysis. Analyzed demographic and financial patterns and documented key trends for reporting.
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Implemented employee and admin functionalities. Enabled job posting, application, and status tracking.
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