Introduction
I am Saima Yasmeen, a Lecturer in the Computer Science Department at NUTECH University, Islamabad. With a strong academic background and industry experience, my primary research interests lie in Image Processing and Deep Learning. I am particularly focused on exploring AI-based solutions to solve complex real-world problems, with a specialization in image restoration. My research has centered on developing lightweight pyramid and attention-based networks for SAR image despeckling. As an educator, I aim to provide students with a solid theoretical foundation while equipping them with practical skills to thrive in the ever-evolving field of computer science.
Experience
Jan 2024-Continue – Lecturer Computer Sciences at NUTECH Islamabad
- Taught courses in Database Management Systems and Mobile Application Development
- Working as Oddo Assistant
- Actively participated in departmental meetings and workshops, contributing to curriculum development and improvement initiatives.
2022-2023 – Lecturer Computer Sciences at IQRA University Islamabad
- Delivered courses in Database Management Systems, AI, Web Programming, software project management and more.
- Participated in curriculum development, staying current with advancements in the field.
2018-2019 – Teacher Assistant at Women University Bagh AJk
- Supported instructors in course delivery, grading, and student support.
- Conducted tutorials and workshops to reinforce course concepts.
2016-2017 - Teacher at Muslim Hands International School
- Delivered lessons on computer science subjects, utilizing activity-based learning strategies.
- Coordinated with the British Council on international education initiatives.
Qualification
- Academia:
- MS. in Computer Science, COMSATS University Islamabad (2022)
- BSCS. in Computer Science, University of Azad Jammu and Kashmir Muzaffarabad (2016)
My research is focused on Image Processing and Deep Learning, with a major emphasis on Image Restoration. I have published a journal article titled "PAN-DeSpeck: A Lightweight Pyramid and Attention-Based Network for SAR Image Despeckling" (Yasmeen et al., 2023) in Computers, Materials & Continua. This work introduces a deep learning-based approach for effectively reducing speckle noise in Synthetic Aperture Radar (SAR) images, contributing to advancements in the field of image restoration using AI-driven models.
- Certifications:
- Teaching Critical Thinking and Problem Solving Certificate- British Council 2017
- An Introduction to Core Skills for Teachers- British Council 2017
- Paving Pathways to Social Cohesion- Faculty Member Workshop Series -CRSS-2023
- AI for Everyone-PIAIC-2023
- Google Data Analytics- Courseera2023
- Web Development - Digi Skills 2021
- Python Programming- Courseera 2023
- Trainings
- British Council Connecting Classrooms project - 2017: International collaboration for cross-cultural learning.
- Faculty Member Workshop Series by CRSS - 2023: Professional development for innovative teaching methods.
Taught Courses
I have had the privilege of teaching a variety of undergraduate and graduate-level courses in the Computer Science Department. Below are the courses I have been involved in teaching:
- Design and Analysis of Algorithms
A core course that introduces students to the fundamental principles of algorithm design, covering topics like time complexity, sorting algorithms, dynamic programming, and graph algorithms.
- Database Systems
This course covers the fundamentals of database design, management, and querying, including relational databases, SQL, normalization, and transaction management.
- Application of Information and Communication Technologies
Focuses on the practical applications of ICT in various domains, including the impact of emerging technologies on business, society, and the economy.
- Programming Fundamentals
An introductory course aimed at building foundational programming skills using languages like Python, focusing on core concepts such as data types, loops, conditionals, and functions.
- Mobile Application Development
Teaches students how to develop mobile applications for Android and iOS platforms, covering topics such as UI design, databases, and mobile development frameworks.
- Software Project Management
This course emphasizes the principles and practices of managing software development projects, including project planning, risk management, version control, and quality assurance.
- Software Construction
A course dedicated to the practical aspects of software development, where students learn to design, implement, and test software solutions in a collaborative environment.
Research
My research is centered on the intersection of Image Processing, Deep Learning, and their applications in real-world challenges. I am currently exploring AI-driven solutions in the field of image restoration and medical imaging, with a particular focus on developing deep learning models for improved diagnosis and treatment recommendations. I am actively working on several research projects that apply machine learning and computer vision techniques to healthcare.
Publications:
- Yasmeen, S., Yaseen, M. U., Ali, S. S., Nasralla, M. M., & Khattak, S. B. A. (2023). "PAN-DeSpeck: A Lightweight Pyramid and Attention-Based Network for SAR Image Despeckling." Computers, Materials & Continua, 76(3).
