Fiza Ishtiaq

Brief Bio

Ms. Fiza Ishtiaq is a dedicated academician and researcher in the field of Computer Science with expertise in Machine Learning and data-driven technologies. She is currently serving as a Lecturer at the University of Southern Punjab, where she actively contributes to teaching, curriculum development, and student supervision.

Her research interests focus on machine learning applications, particularly in smart city solutions such as traffic prediction using advanced models like LSTM and ensemble techniques. She is passionate about fostering an engaging learning environment and mentoring students in academic and research activities

Education
MS Computer Science
Bahauddin Zakariya University, Multan
2022
BS Computer Science
University of Southern Punjab
2018
Professional Experience
Lecturer
University of Southern Punjab, Multan
2023 – Till now

Professional associations

Member of Course Evaluation Committee

Research Interests

  • Machine Learning
  • Data Science

Research Impact:

  • Publications: 1
Title Year Published Link
Application of LSTM and ensemble models for traffic congestion prediction in data-driven smart cities
2021
Click to view

Teaching & Supervision

Courses:

  • Programming Fundamentals 
  • Object Oriented Programming 
  • Operating Systems 
  • Web Technologies 
  • Artificial Intelligence 
  • Cyber Security 
  • Big Data Analytics 
  • Data Science 
  • Database Systems
  • Database Administration & Management

Supervision:

  • BS Projects (17 Completed)

Teaching Philosophy

Focused on developing practical skills, critical thinking, and research capabilities in students through interactive and applied learning

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