Saadman Rafat
As an expert in Python with a strong commitment to open-source, I specialize in building scalable solutions. My skills include serverless architecture, Docker containerization, and Kubernetes orchestration. By leveraging DevOps best practices, I deliver efficient, secure, and production-ready systems with a focus on high-performance APIs and long-term stability.
Research Publications
Pruning Convolution Neural Networks Using Filter Clustering
"Pruning Convolution Neural Networks Using Filter Clustering Based on Normalized Cross-Correlation Similarity." Journal of Information and Telecommunication, October, 1–19.
Optimizing Deep Learning Models for Resource-Constrained Environments
"Optimizing Deep Learning Models for Resource‐Constrained Environments With Cluster‐Quantized Knowledge Distillation." Engineering Reports 7, no. 5 (2025): e70187.
Contact
Interested in collaboration on Python development, AI research, or serverless architecture projects? Feel free to reach out through any of the following channels: