Project
Mr. Bin: Autonomous Waste-Sorting Robot (CSE461)
Built an Arduino robot with beacon homing, obstacle avoidance and sensor-based sorting of waste.
Shafin AhmedBRAC University
Projects, articles, research and activities by students at Bangladesh University of Engineering and Technology.
Project
Built an Arduino robot with beacon homing, obstacle avoidance and sensor-based sorting of waste.
Project
Built a Flask website as a group project for cataloguing, borrowing and managing books.
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Built a Django platform where passengers find and book bus rides and drivers add and manage trips. Added two-factor authentication and profile management for safe and simple use.
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Built a full-stack MERN web app for pet adoption as a team project, using MongoDB Atlas and Git.
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Built an end-to-end workflow covering EDA, cleaning, encoding, scaling and supervised modeling. Handled class imbalance and compared models on accuracy, precision, recall and ROC-AUC, with a KMeans baseline.
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Built a pipeline to classify breast cancer samples from high-dimensional RNA-seq data (TCGA-BRCA). Used log transform and mutual-information feature selection, then compared Logistic Regression, XGBoost and a Neural Network under class imbalance.
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Evaluated Platt scaling and isotonic regression for tree-based models on binary and multiclass healthcare tasks. Used the CDC Diabetes Health Indicators 2023 data with ROC-AUC, Brier score, ECE and reliability diagrams.
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Deep generative framework to integrate RNA, ATAC, proteomics and metabolomics data where each dataset has only some modalities. Uses modality-specific encoders and decoders with a shared latent space, plus missing-not-at-random (MNAR) modeling. Adds calib