Md Nyem Hasan Bhuiyan N
Open to MS / PhD Positions
Dhaka, Bangladesh
nyemhasan.diu@gmail.com
+880 1824039747
Researcher · Developer · ML Engineer

Md Nyem Hasan Bhuiyan

Senior Support Engineer at Live Security System, Dhaka, Bangladesh-1205

"A nature-loving and sports-driven individual, passionate about using my knowledge in Computer Science and Engineering to help people through Data Science and AI-driven solutions."

Active researcher collaborating internationally with faculty at Florida State University and University of Central Punjab, with publications in IEEE, Nature (Scientific Reports), and Springer journals.

Machine LearningGNN SecurityHealthcare AI Federated LearningNLP & TransformersComputer Vision CybersecurityData Science
Download CV Get in Touch

"We sometimes miss the simple beauty of small moments in our everyday lives. Understanding ourselves means accepting our strengths and weaknesses because that makes us who we are."

Never waste your food Never hurt anyone
Focus Areas
Research Interests
Machine Learning
Deep Learning
GNN Security
Healthcare AI
NLP & Transformers
Computer Vision
Cybersecurity & IoT
Data Science
International Collaborations
Research Experience
Florida State University · USA
Prof. Yushun Dong
Dept. of Computer Science
July 2025 – Present · Research Collaborator
  • Developing fingerprinting methods to prove ownership of stolen GNN models
  • Experiments on Cora, CiteSeer, and PubMed benchmark graph datasets
  • Resilience research against pruning and retraining adversarial attacks
University of Central Punjab · Pakistan
Dr Asad Abbas
Dept. of Computer Science
September 2025 – Present · Research Collaborator
  • Federated learning for privacy-preserving Alzheimer's disease detection
  • Generative deep learning for personalized cancer immunotherapy
  • Multi-modal transformer for cancer drug response prediction
University of Gujrat · Pakistan
Prof. Naveed Anwer Butt
Dept. of Computer Science
Research Collaborator
December 2025 – Present
  • Knee Osteoarthritis prediction using machine learning
  • GNN-based multi-source learning for liver cancer data
Southeast University · Bangladesh
Asst. Prof. Khandaker Mohammad Mohi Uddin
Dept. of CSE
Jan 2024 – Oct 2024 · Research Assistant
  • Feature optimisation and model evaluation for improved predictions
  • Data analytics and visualizations on large datasets
  • Contributed to writing and reviewing research papers
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 SCOPUS Q4
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, 2026
DOI: 10.22034/jaism.2026.574887.1181 ↗
Published
5
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 Q2 · Publisher: NIDOC
Accepted Proof ↗
Accepted
6
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 Q1 · Publisher: Nature
Submission Proof ↗
Under Review
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 Q2 · Publisher: Springer
Submission Proof ↗
Submitted
8
Few-Shot Learning for Accurate Detection of Severe Osteoarthritis Using Limited Knee Radiographs
Md Nyem Hasan Bhuiyan, RMZU Abideen, NA Butt,A. Kashifi, D. Gavilanes, M.M. Vergara, I. Ashraf
BioData Mining SCOPUS Q1 · Publisher: BioMed Central (Springer Nature)
Submission Proof ↗
Submitted
9
Privacy-Preserving Federated Learning for Alzheimer's Disease Detection Using Clinical Features
Rana M. Zain Ul Abideen, Md. Nyem Hasan Bhuiyan, R. Latif, Dr Asad Abbas
The Journal of Supercomputing SCOPUS Q2 · Publisher: Springer
In Preparation
10
Machine Learning-Driven Risk Stratification and Stage Classification in Chronic Kidney Disease
Rana M. Zain Ul Abideen, Md Nyem Hasan Bhuiyan, NA Butt, I. Ashraf
IEEE Journal of Biomedical Health Informatics SCOPUS Q1 · Publisher: IEEE
In Preparation
Hands-on Work
Projects
Spam Mail Detection Using Machine Learning
Built a model to classify emails as spam or non-spam using Naïve Bayes and Logistic Regression with high accuracy.
PythonScikit-LearnNLP
View on Google Colab ↗
Fake News Prediction Using Machine Learning
Classified news articles as real or fake using NLP with TF-IDF and Logistic Regression to combat misinformation.
PythonNLTKScikit-LearnPandas
View on Google Colab ↗
Breast Cancer Classification with Neural Networks
Neural network to classify tumors as benign or malignant based on medical features with Keras/TensorFlow.
PythonKerasTensorFlow
View on Google Colab ↗
IMDB Reviews Sentiment Analysis with LSTM
LSTM-based deep learning model to classify IMDB movie reviews as positive or negative with sequence modeling.
PythonKerasLSTMNLP
View on Google Colab ↗
Credit Card Fraud Detection
ML model to identify fraudulent transactions using anomaly detection and classification with data balancing.
PythonScikit-LearnPandas
View on Google Colab ↗
Parkinson's Disease Detection
ML model to detect Parkinson's from voice measurements using SVM and Random Forest for early diagnosis.
PythonSVMRandom ForestScikit-Learn
View on Google Colab ↗
Content-Based Movie Recommender System
Recommendation system using cosine similarity and NLP analysis of movie metadata for personalized suggestions.
PythonPandasNLPScikit-Learn
Image Data Processing for Deep Learning
Processed image datasets using resizing, normalization, and augmentation techniques to improve model robustness.
PythonOpenCVTensorFlowKeras
View on Google Colab ↗

Replace the "#" links with your actual Google Colab URLs after uploading to GitHub.

Research Training
Research Internship
Research Intern
Neural Research · Dhaka, Bangladesh
Supervisor: Muhammad Minoar Hossain
January 2025 – April 2025
View Certificate ↗
Technical Expertise
Skills
Programming & Tools
PythonPyTorchTensorFlow KerasScikit-learnNumPy PandasRSQL GitOpenCVNLTK
AI & Research Domains
Graph Neural NetworksFederated Learning Transformer ModelsLSTM / RNN Computer VisionNLP XAI (SHAP, LIME)Generative AIGANs
Networking & Systems
CCNALinux Network SecurityIoT C#MS SQL Server HTML / CSSData Analytics
Certifications & Courses
Training
2025
Deep Learning & Generative AI Batch 18
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
2024
Data Science & Machine Learning with Python & R Certificate ↗
Data Solution 360 · Dhaka, Bangladesh · ID: DS3602503MNHB08
September 2024 – February 2025
  • Statistical analysis, EDA, data cleaning and visualisation in Python and R
  • Supervised and unsupervised machine learning · End-to-end data science projects
2021
Become a Python Developer Batch 8
AI Quest · Dhaka, Bangladesh
2015
C# and MS SQL Server
Dhaka International University (DIU)
2014
CCNA · Linux
CSL Training · Dhaka, Bangladesh
2013
HTML and CSS Course
The Knowledge Academy
2011
Advanced Hardware
Abdullah Computer Training Institute
Career
Experience
November 2024 – Present
Senior Support Engineer
Live Security System · Dhaka, Bangladesh
  • Organised system data to support ML and analytics workflows
  • Shared clean logs with data teams for improved model insights
  • Created dashboards to track trends and support data-driven decisions
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
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
  • Gained hands-on experience in enterprise-level IT workflows
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
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
Beyond Research
Leadership & Extracurricular Activities
Class Representative (CR), Dept. of CSE — Dhaka International University
January 2015 – December 2018
3rd Position — Programming Contest, DIU Internal
2017
Winner — Chess Club, DIU
2017
Member — Blood Donation Community, DIU
2015 – Present
Team Leader — DIU Charity Collection for Flood-Affected Communities
2017
Vice President — Cumilla Students' Association at DIU
2018
Thoughts & Writing
Blog
Add photo here
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. As members of a community, we hold the power to give the gift of life — and it costs nothing but a moment of our time.
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
Dhaka, Bangladesh
github.com/hasannyem