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orchee User

@orcheeuser

Computer science researcher working on medical imaging and machine learning, with an MRI classifier and a published disease-prediction study.

Bangladesh
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My research project on Alzheimer's Disease Detection via MRI uses YOLO models to extract features from MRI scans and classify four disease categories. I designed a hybrid Graph Convolutional Network with feature-aware graph construction and added Grad-CAM visualizations for interpretability.

For my Fake News Detection capstone, I merged and cleaned a multi-source dataset of 10,000+ news articles and built a text-preprocessing pipeline. I implemented several classifiers and achieved 92% accuracy with optimized feature selection.

My study, “Comparative Analysis of Heart and Kidney Disease Prediction With and Without Data Noise for Robust Multi-Organ Detection,” was presented at AdComSys 2026 and is to appear in Springer proceedings.

As an Undergraduate Teaching Assistant at East West University, I assisted faculty with undergraduate mathematics and physical sciences courses, tutorials, and lab activities. I’m studying Computer Science & Engineering at East West University, where I’ve received merit scholarships for academic performance.

Experience

Work history, roles, and key accomplishments

EU

Undergraduate Teaching Assistant

East West University

Sep 2025 - Dec 2025 (3 months)

Assisted faculty in conducting undergraduate mathematics and physical sciences courses, supporting problem-solving sessions, tutorials, and lab activities. Clarified complex theoretical concepts and guided students through assignments and coursework.

Education

Degrees, certifications, and relevant coursework

East West University logoEU

East West University

Bachelor of Science, Computer Science & Engineering

2023 -

Grade: 3.81/4.00

Activities and societies: Medha Lalon Scholarship (Spring–Fall 2026 and Spring–Fall 2024); 100% Merit Scholarship (Spring–Fall 2025); 50% Merit Scholarship (Spring–Fall 2023) — all for outstanding academic performance.

Pursuing a B.Sc. in Computer Science & Engineering with a CGPA of 3.81/4.00, expected to graduate in September 2026.

SC

Shamsul Hoque Khan School & College

Higher Secondary Certificate, Science

2019 - 2021

Grade: 5.00/5.00

Completed Higher Secondary Certificate (HSC) in Science with a GPA of 5.00/5.00.

BS

Bawany High School

Secondary School Certificate, Science

2017 - 2019

Grade: 5.00/5.00

Completed Secondary School Certificate (SSC) in Science with a GPA of 5.00/5.00.

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