Md Nyem Hasan Bhuiyan
Md Nyem Hasan Bhuiyan
AI & ML Researcher
Dhaka, Bangladesh
Open to MS / PhD Positions
nyemhasan.diu@gmail.com
+880 1824039747
1212, Dhaka, Bangladesh
AI · Machine Learning · Research

Md Nyem
Hasan Bhuiyan

Hi Everyone, I am an AI & Machine Learning Engineer with a strong foundation in Python, Data Structures, Algorithms, and Statistics. I focus on building intelligent systems that solve real-world problems while continuously strengthening my core computer science fundamentals.

I have hands-on experience in Machine Learning, NLP, Deep Learning, and Computer Vision using Scikit-learn, TensorFlow, OpenCV, Pandas, and NumPy. From data preprocessing and feature engineering to model training and deployment, I enjoy working on complete end-to-end AI solutions.

GNN Security Healthcare AI Federated Learning NLP & Transformers Computer Vision
Resume Get in Touch
International Collaborations
Research Experience
July 2025 – Present
Research Collaborator
Graph Neural Network Security
Prof. Yushun Dong · Florida State University, USA
  • Empirically evaluated eight node selection strategies for GNN fingerprinting under combined pruning and fine-tuning attacks
  • Identified uncertainty-based selection as the most robust strategy across citation and social network datasets
December 2024 – Present
Research Collaborator
Healthcare AI & Medical Machine Learning
Prof. Naveed Anwer Butt · University of Gujrat, Pakistan
  • Knee Osteoarthritis prediction using ML — submitted to Scientific Reports and Data Mining journals
  • GNN-based multi-source learning for liver cancer data integration (ongoing)
January 2024 – October 2024
Research Assistant (RA)
ML for Clinical Prediction
Southeast University, Bangladesh
  • Developed a stacking ensemble model combining Random Forest, Decision Tree, and LightGBM for chronic kidney cancer prediction
  • Applied collaborative feature selection and evaluated models across precision, recall, and F1 score
February 2025 – May 2025
Research Intern
Explainable AI & Deep Learning
Neural Research · Dhaka, Bangladesh
    View Certificate ↗
  • Trained in advanced ML and XAI tools including SHAP, LIME, Grad-CAM
  • Built interpretable ML/DL models for real-world research problems
Focus Areas
Research Interests
🤖
Machine Learning
🧠
Deep Learning
🔒
ML Security & Robustness
🏥
Healthcare AI
💬
NLP
👁️
Computer Vision
🔗
Graph Neural Networks
🛡️
Privacy-Preserving ML
🌐
Federated Learning
📡
Internet of Things
🖥️
Human-Computer Interaction
📊
Data Science
Scholarly Output
Publications
1
A Feature Selection-Based Ensemble Machine Learning Method for Predicting Chronic Kidney Cancer
MTA Bhuiyan, Md. Nyem Hasan Bhuiyan, Uddin K.M.M., MA Based
3rd IEEE BECITHCON, pp. 193–199, 2024 IEEE
DOI: 10.1109/BECITHCON64160.2024.10962730 ↗
Published
2
Predicting Gender from Twitter Text Messages Using Artificial Intelligence and Text Analysis Methods
Md. Nyem Hasan Bhuiyan, Rahman A.
Journal of Artificial Intelligence and System Modelling, Pages 91–106, 2025
DOI: 10.22034/JAISM2025.508831.1110 ↗
Published
3
Statistical Modeling of Health Inequities: A Multivariate Regression Approach to Social Determinants of Public Health
S. Sayem, Md. Nyem Hasan Bhuiyan, N.A. Sayed, A.D. Nath
Al-Kindy College Medical Journal
DOI: 10.47723/VZKBQ424 ↗
Published
4
Advancing Healthcare: Machine Learning-Based Prediction of Disc Hernia Risk for Personalized Intervention
Md. Nyem Hasan Bhuiyan, Rahman A.
Journal of Artificial Intelligence and System Modelling, Pages 100–113, 2026
DOI: 10.22034/jaism.2026.574887.1181 ↗
Published
5
A Hybrid CNN-Transformer Architecture for Interpretable Knee Osteoarthritis Diagnosis
RMZU Abideen, Md Nyem Hasan Bhuiyan, NA Butt, I. Ashraf, D. Gavilanes, MM Vergara
Scientific Reports SCOPUS · Publisher: BioMed Central (Springer Nature)
Submission Proof ↗
Under Review
6
Diagnosis of Cattle (Cow) Lumpy Skin Disease Using Convolutional Neural Networks
S. Sayem, SHM Ratul, Md. Nyem Hasan Bhuiyan, AA Zabir, MAA Sarkar et al.
Egyptian Journal of Veterinary Sciences SCOPUS · Publisher: NIDOC
Submission Proof ↗
Accepted
7
Multi-Modal Transformer Architecture for Cancer Drug Response Prediction Using Integrated Omics Data
RMZU Abideen, Md Nyem Hasan Bhuiyan, R. Latif, A. Rahman, A. Abbas, IF Siddiqui
Journal of Computer-Aided Molecular Design SCOPUS · Publisher: Springer
Submission Proof ↗
Submitted
8
Few-Shot Learning for Accurate Detection of Severe Osteoarthritis Using Limited Knee Radiographs
RMZU Abideen, Md Nyem Hasan Bhuiyan, NA Butt, I. Ashraf, D. Gavilanes, MM Vergara
BMC Musculoskeletal Disorders SCOPUS · Publisher: Springer Nature)
Submission Proof ↗
Submitted
9
Graph Neural Network-Based Multi-Source Representation Learning for Structured and Unstructured Liver Cancer Data
RMZU Abideen, Md Nyem Hasan Bhuiyan, NA Butt, I. Ashraf, D. Gavilanes, MM Vergara
In preparation
10
Privacy-Preserving Federated Learning for Alzheimer's Disease Detection Using Clinical Features
Md Nyem Hasan Bhuiyan, RMZU Abideen, NA Butt, I. Ashraf
In Preparation
Technical Expertise
Skills
Languages & Tools
PythonPyTorchTensorFlow C++C#HTML / CSS jQueryGitStreamlit MS SQL ServerVisual Studio
Libraries & Frameworks
PyTorch GeometricScikit-learn KerasLightGBMTransformers OpenCVPandasNumPy NLTKSHAP / LIMEGrad-CAM
Career
Professional Experience
November 2024 – Present
Senior Support Engineer
Live Security System · Dhaka, Bangladesh
  • Managed and preprocessed large-scale security system datasets, supporting ML pipelines and analytics workflows
  • Built monitoring dashboards and delivered structured logs to data teams for model development
ML PipelinesData Analytics
January 2021 – December 2023
Junior Software Developer
Mega-Soft Solution BD · Dhaka, Bangladesh
  • Developed software solutions across the full stack for multiple clients
  • Contributed to product development cycles and technical documentation
  • Collaborated with cross-functional teams on project delivery
Full StackC#SQL
January 2019 – March 2020
Internship
N.R. Group Corporate Office · Dhaka, Bangladesh
  • Supported IT operations and system maintenance tasks
  • Assisted with data management, reporting, and system monitoring
IT OperationsData Management
June 2014 – December 2018
Teacher
EdCam Education · Gulshan, Dhaka, Bangladesh
  • Taught Mathematics and ICT to O- and A-level students
  • Prepared question papers and reviewed answer scripts with constructive feedback
  • Mentored students and tracked academic progress through regular assessments
MathematicsICTMentoring
Academic Background
Education
Bachelor of Science in Computer Science & Engineering
Dhaka International University (DIU) · Dhaka, Bangladesh
2015 – 2018
CGPA: 3.70 / 4.00
Thesis: Department Management System — A Smart Approach to University Administration
Diploma in Computer Engineering
CCN Polytechnic Institute · Bangladesh
2009 – 2014
CGPA: 3.45 / 4.00
Secondary School Certificate (SSC) — Science Group
Elahabad High School · Comilla, Bangladesh
2007 – 2009
CGPA: 3.94 / 5.00
Certifications & Courses
Training
2024
Data Science & Machine Learning with Python & R
Data Solution 360 · Dhaka, Bangladesh · ID: DS3602503MNHB08
September 2024 – February 2025
  • Statistical analysis, EDA, data cleaning and visualisation in Python and R
  • Applied supervised and unsupervised machine learning techniques
  • Completed end-to-end data science and machine learning projects
View Certificate ↗
2025
Deep Learning & Generative AI with Python
AI Quest Intelligence & Study Mart · Dhaka, Bangladesh
February 2025 – October 2025
  • Deep Learning architectures & optimisation · Advanced NLP with Transformers
  • Generative AI & LLM optimisation · Computer Vision with GANs & Object Detection
  • LLM Enhancement & Alignment
Thoughts & Writing
Blog
Community · Health
Blood Donation
Donating blood is a simple act of kindness that can save lives. One small contribution can make a world of difference for someone in need.
Life · Reflection
Small Moments
We sometimes miss the simple beauty of small moments in our everyday lives. Understanding ourselves means accepting our strengths and weaknesses — that makes us who we are.

Never waste your food. Never hurt anyone.
Let's Connect
Contact

I am actively seeking MS and PhD opportunities in machine learning, AI security, and healthcare AI. If you are a faculty member or recruiter, I would love to connect and discuss potential collaborations.

nyemhasan.diu@gmail.com
+880 1824039747
1212, Dhaka, Bangladesh
github.com/hasannyem