Education

Research/Teaching Experience

Honors and Awards

• Supervised and mentored a student-led project that achieved 1st place at the Open House Job Fair 2025, recognized for its innovation, practical application
• Honored with the Best Teacher Award (Second Position) by the University
• Served as a Judge at Conference " AI in Medical Sciences", held at Wah Medical College
• Awarded Gold Medal in BS (Hons) for outstanding academic excellence and top-ranking performance throughout the degree program

Professional Societies

• NA

List of Publications

1. Ayesha Siddiqa, Wazir Zada Khan, Munazza Bibi, Abdul Muiz Fayyaz, Md. Mehedi Hassan, Asif Karim, "A Novel IoT-Based Smart Recognition System for Distracted Drivers Using ACS Optimized Deep CNN Models", International Journal of Distributed Sensor Networks, Vol. 0, Issue No. , 2025. 2.5 (pp. 0-0) IF: 2.5 Category: W
   DOI: https://doi.org/10.1155/dsn/2624866.
   SDG: 11-Sustainable Cities and Communities
   Download Link:   Click Here

1. Munazza Bibi, Shahid Mehmood, Abdullah Khan, Faseeh Ur-Rehman and Muhammad Danish, "Leveraging Blockchain for Transparent and Trustworthy E-Certificate Verification System", , , 2026. (pp. 0-0)

Research Proposal

• Adaptive AI Authentication for Individuals with Disabilities: Addressing Privacy and Usability Challenges in Smart Environments Submitted as PI
• PakTrack: A Public–Private Mobility Framework for Cleaner Air and Equitable Access in Pakistan RASTA – PIDE PI

Responsibilities at University of Wah

• Member Unfair Means Control Committee
• Member University Discipline Committee
• Member Departmental Discipline Committee
• Member SDG 7 Committee
• Member Departmental Curriculum Review Committee
• Member Departmental Exam Committee

Courses taught

• Information Security
• Design and Analysis of Algorithm
• Operating Systems
• Programming Fundamentals
• Theory of Automata
• Compiler Construction
• Computer Graphics

FYP SUPERVISION (Undergraduate level)

• University of Wah Final Year Project Portal
• AI-Based Solar Panel Efficiency Monitoring System
• Application for Visually Impaired using Artificial Intelligence
• IoT Based Automatic Solar Tracking System
• E certificate verification using Blockchain
• IoT Based Landmine Detection Robot
• Smart Application for Child Monitoring
• 3D Human Body Shape Clustering using K-mean
• Heart Disease Prediction using Clustering Algorithm
• Criminal Investigation Tracker with Suspect Prediction

Conferences/Seminars/Workshops Attended

• Aug 22, 2025 Seminar on Harnessing Machine Learning for Predicting Nuclear Properties
• Aug 19, 2025 Workshop on Generative AI in Higher Education
• Aug 18, 2025 Seminar on Building Trustworthy and Efficient AI: A Societal Imperative for Fairness and Progress
• Aug 7, 2025 Training on Problem-Based Learning (PBL) with Industry Scenario
• May 22, 2025 1st NYPLS Young Peace and Development Crops
• Jan 3, 2025 Seminar on AI and Data Analytics in Renewable Energy
• Jan 1, 2025 Seminar on Bringing Intelligence to the Edge
• Jan 1, 2025 Seminar on How to Draft and File a Patent Application in IPO, Pakistan
• Dec 26, 2024 Seminar on Generative AI and LLMs
• Jun 29, 2024 Stella Technology Conference
• May 15, 2024 Seminar on Engaging Seminar featuring Shopify
• May 10, 2024 Faculty Development Program (FDP) Training on Teaching Pedagogy
• May 8, 2024 Seminar on Data Science and Advances in AI
• Nov 3, 2023 Training on Learning Outcome Based Education
• Aug 10, 2023 Seminar on Faculty Excellence and Industry-Societal Needs Driven Research for Sustainable Development
• Jun 26, 2023 Seminar on Techno-Preneurship: Meaning, Issues, and Challenges
• May 19, 2023 Training on Learning Outcome Based Education Module
• May 4, 2023 6th Pak-Turk International Conference on Emerging Technologies in Sciences and Engineering
• Mar 27, 2023 Seminar on Practical Analysis of Software Development Life Cycle
• Mar 20, 2023 Seminar on Modern Trends in IT Industry
• Feb 22, 2023 Seminar on Bridging the Gap between Academia and IT Industry
• Jan 5, 2023 Introduction and Hands-on Training on OS and WiFi Hacking
• Oct 22, 2022 Training Session on Outcome-Based Education
• Aug 25, 2022 Training on Outcome-Based Education
• Aug 15, 2022 Seminar on Architecture-Centric Engineering for Cyber-Physical Systems
• Jul 20, 2022 Seminar on How to Prepare a Research Paper
• Jul 5, 2022 Seminar on Effective Research Proposal and Quantitative Research Method
• Jul 5, 2022 Seminar on Effective Teaching Methodologies
• May 30, 2022 Webinar on Secure Our Dream Job in Tech Sector
• Apr 28, 2022 Seminar on Career and Freelancing Opportunities
• Apr 20, 2022 Seminar on Outcome-Based Education Training

Books

1. NA

Book Chapters

1. NA