Senior Data Engineer & ML-Ops Specialist
Dedicated to advancing impactful solutions in Data Engineering, with a focus on scalable data systems, analytics, and emerging technologies. Currently working as Senior Data Engineer at G-Star Raw, specializing in fraud analytics, forgery detection, and multimedia forensics.
I'm a Senior Data Engineer at G-Star Raw with over years of experience in data engineering, ML-Ops, and analytics. I specialize in building scalable data systems, fraud detection, and multimedia forensics solutions that drive business value.
My expertise spans across data engineering platforms, machine learning operations, and infrastructure design. I've architected and maintained data warehouses, ML platforms, and orchestration systems at companies like Pathao Limited and 10MinuteSchool.
I hold a BS in Electrical and Electronic Engineering from BUET with a focus on communication and signal processing. My research background includes camera model identification for digital forensics and lung tumor segmentation using deep learning techniques.
I'm passionate about mentoring teams and contributing to innovative projects that leverage data for strategic insights. When not working, I enjoy exploring emerging technologies in data science and contributing to the research community.
Currently the owner and maintainer of G-Star Raw's data infrastructure project. Creating and managing infrastructure in GCP using Terraform, Airflow, Airbyte, Python, DBT, and Dataform.
Co-architected and owned Pathao's ML platform and data engineering infrastructure. Built ELT-based data warehouse architecture and ML lifecycle management with Kedro, MLflow, and MLServer.
Built a knowledge-base system for detecting suspicious activities and preventing fraudsters from abusing the platform. Implemented both batch and real-time pipelines for fraud detection.
Research project on digital image forensics using Convolutional Neural Networks. Developed DenseNet-based approach for camera model identification and post-processing detection.
Bangladesh University of Engineering & Technology (BUET)
Major: Communication | Minor: Electronics
GPA: 3.35 on a scale of 4.00
Ananda Mohan College, Mymensingh, Bangladesh
GPA: 5.00 on a scale of 5.00
Premier Ideal High School, Mymensingh, Bangladesh
GPA: 5.00 on a scale of 5.00
Application of DenseNet in Camera Model Identification and Post-processing Detection
Uday Kamal, Abdul Muntakim Rafi, Rakibul Hoque, Sowmitra Das, Abid Abrar and Md. Kamrul Hasan
arXiv:1809.00576 [eess], Sep. 2018
Lung Cancer Tumor Region Segmentation Using Recurrent 3D-DenseUNet
Uday Kamal, Abdul Muntakim Rafi, Rakibul Hoque and Md. Kamrul Hasan
arXiv:1812.01951 [eess], Dec. 2018
I'm always interested in new opportunities and exciting projects. Feel free to reach out!