International Conference on Artificial Intelligence & Cloud Computing

Umar Azhar Profile

Umar Azhar

Umar Azhar

Biography

Bachelor of Computer Science National University of Computer and Emerging Sciences (FAST) Worked on full-stack development using Angular, Node.js, React.js, Python FastAPI and Langchain. Contributed to the development of a cross-platform React Native app for riders, enhancing the mobile experience on both iOS and Android. Collaborated on improving backend services. Developed a Retrieval-Augmented Generation (RAG) chatbot that extracts data from Confluence and uses it to answer queries within the chatbot.

Research Interest

Machine Learning-Based Fileless Malware Threats Analysis for the Detection of Cybersecurity Attacks Based on Memory Forensics

Conducted an in-depth study on the challenges of detecting fileless malware, which bypasses traditional detection mechanisms by hiding in system memory (RAM) and leaving minimal traces on the file system.

Abstract