Soojal Kumar

Research / Awards

Research, honors, certifications, and student organization leadership.

Best Paper Award

Explainable AI for Intrusion Detection Systems: Enhancing Trust, Transparency, and Real-Time Threat Response

International Journal of AI, Big Data, Computational and Management Studies · Published Apr 21, 2026

A real-time explainable intrusion detection framework combining Random Forest and Deep Neural Network models with SHAP and LIME explanations to improve transparency, trust, and analyst usability.

XAIIntrusion DetectionCybersecurityMachine LearningSHAPLIME

Publication

Author
Soojal Kumar
Volume / Issue / Pages
Vol. 7, Issue 2, pp. 115-123
DOI
10.63282/3050-9416.IJAIBDCMS-V7I2P119

Honors & Awards

Best Paper Award - IJAIBDCMS, Apr 2026
Resident Assistant Grant - Jun 2024
UOP International Academic Excellence Scholarship - Jan 2021

Licenses & Certifications

Foundations of Algorithmic Thinking with Python - LinkedIn, May 2026
Getting Started as a Full-Stack Web Developer - LinkedIn, May 2026
Docker Essentials: A Developer Introduction - IBM, Apr 2026
AI Orchestration: Foundations - LinkedIn, Apr 2026
Unix Essential Training - LinkedIn, Apr 2026
Agentic AI Fundamentals: Architectures, Frameworks, and Applications - LinkedIn, Apr 2026
Agentic AI and Autonomous Development - LinkedIn, Apr 2026
Using Python for Automation - LinkedIn, Apr 2026
Introduction to Linux - LinkedIn, Apr 2026
Bachelor of Science in Computer Science - University of the Pacific, Dec 2025

Organizations

Pledge of the Computing Professional

Member

Jan 2025 - Present

Professional membership centered on ethical computing, responsibility, and public-minded technology practice.

Pakistani Student Association

President

Oct 2022 - Dec 2025

Led cultural programming, community building, stakeholder communication, and student engagement initiatives.

Muslim Student Association

Director of Internal Communication

May 2022 - Oct 2022

Supported internal coordination, event communication, and community-focused student organization operations.