Highly accomplished Principal and Assistant Professor of Mathematics with over 17 years of experience, including 7 years in academic leadership. Specializing in graph theory, fuzzy structures, and mathematical optimization, she has authored 10 peer-reviewed research publications, including 7 Q1 journal articles and 150+ citations, demonstrating significant contributions to the field. With a submitted PhD thesis and active international collaborations, she excels in research, curriculum development, and student mentorship.
Work
Government College for Women, Chunian
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Principal & Assistant Professor of Mathematics
Chunian, Punjab, Pakistan
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Summary
As Principal and Assistant Professor, she provided academic leadership, managed institutional operations, and taught advanced mathematics courses while supervising student research projects at Government College for Women, Chunian.
Highlights
Provided strategic academic leadership as Principal for over 7 years, overseeing institutional operations and ensuring high educational standards.
Taught diverse BS and undergraduate mathematics courses, effectively engaging students in complex topics and fostering comprehensive understanding.
Supervised numerous BS/MPhil research projects, guiding students through advanced mathematical methodologies and contributing to their academic success.
Contributed to the college's academic reputation through active involvement in curriculum delivery and student development initiatives.
Government College for Women, Chunian
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Mathematics lecturer
Chunian, Punjab, Pakistan
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Summary
As a Mathematics Lecturer, she delivered undergraduate courses, contributed to curriculum development, and mentored students at Government College for Women, Chunian.
Highlights
Delivered engaging undergraduate mathematics courses for over 10 years, building strong foundational knowledge for a diverse student body.
Contributed to curriculum development initiatives, enhancing course content and pedagogical approaches to improve learning outcomes.
Mentored and advised students, fostering academic growth and supporting their successful progression in mathematics studies.
Supported the department's educational objectives by consistently providing high-quality instruction and student support.
Recognized for reviewing over 10 manuscripts for established Elsevier journals, contributing to academic quality.
Peer reviewer for Springer Nature journals
Springer Nature journals
Recognized for completing over 12 review assignments, including for Scientific Reports, for Springer Nature journals.
Best Researcher Award
Riphah International University Lahore
Awarded for significant contributions to research, recognized by Riphah International University Lahore.
MPhil Gold Medal
Riphah International University, Lahore
Awarded for outstanding academic achievement in MPhil in Mathematics with a CGPA of 3.98/4.00.
Publications
Optimal hotel chain network design for revenue maximization using fuzzy hypersoft topological structures and PROMETHEE. Information Sciences, 741, 123286 (2026)
Information Sciences
Optimal hotel chain network design for revenue maximization using fuzzy hypersoft topological structures and PROMETHEE.
Energy-Based Neutrosophic Fuzzy Graphs for Cognition-Driven Organizational Decision-Making.
Fuzzy soft topological numbers with an operation of vertex deletion: A comparative study with TOPSIS method and its application in car import decision-making. Cognitive Computation, 17, 28 (2025)
Cognitive Computation
Fuzzy soft topological numbers with an operation of vertex deletion: A comparative study with TOPSIS method and its application in car import decision-making.
Intuitionistic fuzzy Sombor indices: A novel approach for improving the performance of vaccination centers. Communications in Combinatorics and Optimization, 10(3), 563–593 (2025).
Communications in Combinatorics and Optimization
Intuitionistic fuzzy Sombor indices: A novel approach for improving the performance of vaccination centers.
Optimizing graphical network design using fuzzy hypersoft topologies and multi-criteria VIKOR decision algorithms. International Journal of Electrical Power & Energy Systems, 172, 111134 (2025).
International Journal of Electrical Power & Energy Systems
Optimizing graphical network design using fuzzy hypersoft topologies and multi-criteria VIKOR decision algorithms.
Single-valued neutrosophic fuzzy Sombor numbers and their applications in trade flows between different countries via sea route. The Journal of Supercomputing, 80, 12406-12429 (2024).
The Journal of Supercomputing
Single-valued neutrosophic fuzzy Sombor numbers and their applications in trade flows between different countries via sea route.
Topological numbers of fuzzy soft graphs and their applications in globalizing the world by mutual trade. Applied Soft Computing, 159, 111642 (2024).
Applied Soft Computing
Topological numbers of fuzzy soft graphs and their applications in globalizing the world by mutual trade.
Topological numbers of fuzzy soft graphs and their applications. Information Sciences, 667, 120468 (2024)
Information Sciences
Topological numbers of fuzzy soft graphs and their applications.
A mathematical approach to optimizing brand school placement via intuitionistic Sombor indices. Alexandria Engineering Journal, 110, 120-129 (2024).
Alexandria Engineering Journal
A mathematical approach to optimizing brand school placement via intuitionistic Sombor indices.
Extremal values of the first reformulated Zagreb index for molecular trees with application to octane isomers. AIMS Mathematics, 9(1), 289-301 (2023).
AIMS Mathematics
Extremal values of the first reformulated Zagreb index for molecular trees with application to octane isomers.