Imtiaz Hussain Koondhar

• Ph.D. in Information Technology, Information Technology Center, Sindh Agriculture University, Tandojam (Continued)
• Specialization: Artificial Intelligence 

• MS. in Computer Science, Isra University Hyderabad (2015)
• Specialization: Software Engineering 

• MS. in Information Technology, Information Technology Center, Sindh Agriculture University, Tandojam (2022)
• Specialization: Software Engineering

• BS. in Information Technology, Information Technology Center, Sindh Agriculture University, Tandojam (2007)

• Lecturer, Computer Science, Isra University, Hyderabad (2015 - 2022)
• Teaching Assistant, Computer Science, Isra University, Hyderabad (2011 - 2015)

• VADER sentiment analysis without and with English punctuation marks

           A Oad, IH Koondhar, PK Butt, A Oad, M Ahmed, SR Bhutto Int. J. Adv. Trends Comput. Sci. Eng 10 (2), 1483-1488. 2021

• Optimizing Cardiovascular Risk Assessment with a Soft Voting Classifier Ensemble

           A Oad, ZA Maher, IH Koondhar, K Kumari, H Bacha Sir Syed University Research Journal of Engineering & Technology 14 (2), 101-107, 2024

• Symmetry-Aware SwinUNet with Integrated Attention for Transformer-Based Segmentation of Thyroid Ultrasound Images

            A Oad, IH Koondhar, F Dong, W Liu, B Zou, W Liu, Y Chen, Y Wu Symmetry 18 (1), 141. 2026

• Deep Learning-Based Multilayer Perceptron Model for Classifying Benign and Malignant Thyroid Nodules: Enhancing Diagnostic Accuracy in Clinical Practice

           A Oad, IH Koondhar, BA Akram, L Saleem, R Oad Sir Syed University Research Journal of Engineering & Technology 15 (2), 53-64. 2025

• Transformer-Driven Semantic Segmentation for Thyroid Ultrasound: A SwinUNet-Based Architecture with Integrated Attention

             A Oad, IH Koondhar, F Dong, W Liu, B Zou, W Liu, Y Chen, W Yaoqun Preprints. 2025

• OPTIMIZING CARDIOVASCULAR RISK ASSESSMENT WITH A SOFT VOTING CLASSIFIER ENSEMBLE0

           OAD AMMAR, ZA MAHER, IH KOONDHAR, K KARISHIMA, H BACHA SIR SYED UNIVERSITY RESEARCH JOURNAL OF ENGINEERING & TECHNOLOGY. 2024

• Gold (2007) BSIT
• Silver Medalist (2022) MSIT