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Research Projects
Data science & ML research that powers production systems and business decisions.
Multiclass Skin Lesion Classification
Automated 7-class classification on HAM1k. 88.7% accuracy.
Completed• 2026
Swin TransformerVision TransformerAttention Mechanisms
View DetailsPneumonia Detection
Chest X-ray screening. 71.52% accuracy, 92.13% recall.
Completed• 2026
Swin TransformerMedical ImagingPneumonia Detection
View DetailsWorker Productivity Forecasting
Stacking ensemble for Bangladesh garment factories. 94.7% R².
Completed• 2026
Ensemble LearningNeural NetworksStacking
View Details