02Journal articles
10Citations
Hello!
- It's Sifat, an Industrial AI researcher
Industrial AI researcher for smarter machines.
I am a Computer Science graduate and Research Assistant working at the intersection of Industrial Artificial Intelligence and Smart Manufacturing. My research focuses on fault diagnosis, predictive maintenance, PHM, neuromorphic computing, and battery prognostics.
Technical Skills
01
AI, ML & Data
PyTorchTensorFlowScikit-learnNumPyPandasOpenCVHugging Face
02
Programming
PythonCC++SQLJavaScriptNext.jsFastAPIJupyterLaTeX
03
Cloud & DevOps
PostgreSQLMySQLDockerGitAWSGoogle Cloud
B.Sc. in Computer Science and Engineering
Daffodil International University · Dhaka, Bangladesh
CGPA 3.72/4.00. Undergraduate thesis on GAN-based data augmentation for bearing fault diagnosis under limited training samples.
Erasmus+ Semester Exchange
Mälardalen University · Västerås, Sweden
Studied Industrial Systems in Cloud Computing, Software Engineering for Artificial Intelligence, Machine Learning Concepts, and Swedish for Foreign Students.
Research Assistant
Kabir Research Group · Daffodil International University · Dhaka, Bangladesh
Working on Smart Manufacturing, Predictive Maintenance, Fault Diagnosis, and Industrial Artificial Intelligence. Building machine learning and data-driven solutions for industrial monitoring, diagnostics, and decision-making under Dr. Md. Alamgir Kabir.
Published research
Journal Article
Generative Data Augmentation for Improving State Estimation and Prognostics in Lithium-Ion Batteries: Advances, Challenges, and Future Directions
Md. Sulyman Islam Sifat, Ummy Sawda, Md. Alamgir Kabir, Mobyen Uddin Ahmed, M. S. Hossain Lipu, and M. M. Manjurul Islam
Journal of Energy Storage, Volume 153, Article 121006Journal Article
GAN-Based Data Augmentation for Fault Diagnosis and Prognosis of Rolling Bearings: A Literature Review
Md. Sulyman Islam Sifat, Md. Alamgir Kabir, M. M. Manjurul Islam, Atiq Ur Rehman, and Amine Bermak
IEEE Access, Volume 13, Pages 148083-1481031 / 1
Certificates and academic recognition.
Professional certifications and awards supporting research in machine learning and industrial intelligence.
Certifications
Certificate
Vanderbilt University via Coursera
Prompt Engineering Specialization
Ongoing
Specialization focused on prompt design and applied AI workflows.
Certificate
IBM via Coursera
Machine learning practice covering supervised learning, model evaluation, and applied workflows.
Awards
Daffodil International University
Academic Excellence Award
Ranked 18th among 156 graduating CSE students in the department.
European Commission
Erasmus+ Global Mobility Scholarship
Fully funded semester exchange at Mälardalen University, Sweden.