American International University-Bangladesh-এর শিক্ষার্থীদের প্রজেক্ট, লেখা, গবেষণা ও কার্যক্রম।
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Collected and analyzed macroeconomic data from international databases Estimated long-run and short-run relationships using ARDL and ECM models. Interpreted empirical findings and proposed policy recommendations.
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Presented a business plan for an eco-friendly toothbrush made from rice husk with plant-based bristles. Prepared a business plan and built entrepreneurial skills by turning a product idea into a viable business model.
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Designed and managed a relational database system, writing SQL queries to support job posting, application, and status-tracking workflows. Documented database structure and processes for maintainability.
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Implemented employee and admin functionalities. Enabled job posting, application, and status tracking.
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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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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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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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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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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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Produced 10+ SDLC artifacts including use-case diagrams, ER diagrams, and architecture specifications for a multi-user travel coordination platform serving 3 distinct user roles. Conducted requirements analysis across 15+ functional requirements and model
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Engineered a real-time 2D maze renderer in C++/OpenGL achieving smooth 60fps gameplay with a custom collision detection engine across dynamically generated levels. Implemented a 4-state game-state machine and keyboard event system, reducing input latency
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Built a full-stack car service booking system handling 3+ user roles with real-time AJAX updates, eliminating full page reloads and reducing average page load time by 40% through dynamic rendering. Developed an admin dashboard managing 5+ service categori
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