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Muktasif Sakib

@muktasifsakib

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Product Manager candidate translating user needs into requirements across web, hardware, and machine learning projects.

Bangladesh

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What I'm looking for

I'm targeting a Product Manager role where I can translate user needs into technical requirements and work closely with development teams on scoping, trade-offs, and delivery.

I translated requirements from admins, teachers, and students into role-based access rules for a multi-tenant Student Management System, then revised its dashboard based on feedback from 15 classmates. I organized development into prioritized Agile/Scrum sprints with a three-person team.

For my BRAC University thesis, I developed SadNetV1 to detect Alzheimer’s, Parkinson’s, and frontotemporal dementia from MRI, achieving 96.15% test accuracy. I also built its preprocessing pipeline and added Grad-CAM explanations for non-technical users.

Experience

Work history, roles, and key accomplishments

B.Sc. Thesis Researcher

BRAC University

Developed SadNetV1, a deep learning model for detecting neurodegenerative diseases from MRI, achieving 96.15% test accuracy. Built preprocessing and augmentation pipelines and added Grad-CAM explainability.

Deep Learning Computer Vision MobileNetV2 Squeeze And Excitation MRI Analysis Python Grad CAM