Introduction
I am Muhammad Bilal Rehman, serving as a Lecturer in the Department of Computer Science at the National University of Technology, Islamabad. My core research interests include Artificial Intelligence (AI), Machine Learning, and Data Science, with a focus on leveraging data-driven approaches to address real-world challenges, particularly in NLP. As an educator, I am committed to fostering a deep theoretical understanding in my students while equipping them with practical skills to thrive in the ever-changing technology landscape.
Experience
Lecturer, Department of Computer Science, National University of Technology (2024 –Present)
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- Teach undergraduate courses in Data Structures and Programming Fundamentals.
Qualification
- Academia:
- M.S in Data Science, Air University, Islamabad (2023)
- B.S in Computer Systems Engineering, UET Peshawar (2019)
- Certifications:
- NLP Specialization, Deeplearning.ai Coursera (2022)
- Trainings
- AI and Deep Learning Training, IBM Coursera (2022)
- Advanced Machine Learning with TensorFlow, IBM Coursera(2022)
Taught Courses
I have taught a variety of undergraduate and graduate-level courses in the Computer Science Department. Below are the courses I have been involved in teaching:
- Programming Fundamentals (CS120)
An introductory course focusing on programming concepts using Python, covering topics such as variables, control structures, functions, and basic data structures.
- Data Structures and Algorithms (CS210)
A core course that covers fundamental data structures (e.g., arrays, linked lists, trees, graphs) and algorithmic techniques (e.g., sorting, searching, recursion) with a focus on computational complexity.
Projects
- Extracted cognitive relationships between citing and cited papers in academic research (2022-2023).
- Prognostic maintenance of hydro-power sub systems using machine learning algorithms
- Extracted drugs and medicine names from academic research articles using NLP and pre-trained models.
