Skip to main content

SAADMAN RAFAT

A Software Engineer passionate about building scalable solutions and exploring the intersection of AI and software development.

Expert Python developer with a deep commitment to open-source development and building robust, scalable systems. My journey in software engineering has been driven by curiosity and a desire to solve complex problems through elegant code.

EXPERTISE

DEEP LEARNING CNNs SYSTEM ARCHITECTURE PYTHON KERAS PYTORCH DEVOPS

RESEARCH PUBLICATIONS

Pruning Convolution Neural Networks Using Filter Clustering

Khan, Niaz Ashraf, and A. M. SAADMAN RAFAT 2024

"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

Khan, Niaz Ashraf, and A. M. SAADMAN RAFAT 2025

"Optimizing Deep Learning Models for Resource‐Constrained Environments With Cluster‐Quantized Knowledge Distillation." Engineering Reports 7, no. 5 (2025): e70187.