Saad ur Rehman
Sialkot, Punjab,Pakistan
Summary
Trustworthy AI, Privacy-Preserving Machine Learning, and Federated Learning, with a focus on developing ethical and efficient AI solutions for supply chain optimization and time-series forecasting.
Overview
6
6
years of professional experience
4
4
Certification
Work history
Control Room Operator
Mitie
Doncaster, United Kingdom
10.2024 - Current
- Leveraged data analysis techniques on security event logs to identify patterns of false positives, resulting in optimization of alerting rules and 20% increase in SOC efficiency.
- Initiated project to investigate root causes of recurring system alerts; findings were presented to leadership and informed strategic upgrade to monitoring platform.
- Applied statistical modelling to historical operational data to predict periods of high system load, enabling proactive resource allocation and enhancing system stability.
Lecturer
Superior Group of Collages
Wazirabad, Pakistan
11.2019 - 06.2022
- Selected to instruct undergraduate courses in core computer science disciplines, including Databases and Discrete Mathematics, demonstrating early mastery of foundational concepts.
- Developed and delivered the curriculum for Introduction to Python and Introduction to Artificial Intelligence, establishing a practical and theoretical foundation for students.
- Mentored students through critical foundational courses, providing academic guidance that improved cohort understanding and readiness for upper-level studies.
Education
Master of Science - Applied Artificial Intelligence and Data Analytics
University of Bradford
Bradford 09/2022 - 12/2023
Bachelor of Science - Computer Science
University of the Punjab
Jhelum 10/2013 - 06/2017
Skills
- Programming Languages: Python (Pandas, NumPy, Scikit-learn), SQL, R
- Machine Learning Libraries: PyTorch, TensorFlow, Hugging Face
- Data Analysis & Visualization: Tableau, Matplotlib, Seaborn
- Tools & Platforms: Jupyter, Git, Docker, AWS EC2/S3
- Concepts: Predictive Modeling, Natural Language Processing, Anomaly Detection, Statistical Analysis
Research Experience
Master's Thesis: AI-Driven Supply Chain Forecasting | University of Bradford | 2022-2023
- Authored a dissertation including a critical analysis of ethical AI implications in supply chains, focusing on the Walmart dataset of 421,570+ records
- Achieved 60% higher accuracy with Exponential Smoothing, reducing forecast error (WMAE) to 840.68
- Conducted comprehensive EDA to identify key sales drivers and seasonal patterns
- Authored dissertation including critical analysis of ethical AI implications in supply chains
- Authored a dissertation including a critical analysis of ethical AI implications in supply chains
Built an object-oriented application simulating railway management tasks
Designed an information system to streamline hospital operational workflows and improve user experience
Library Management System | ASP.NET
- Developed full-stack web application to automate library operations and improve user experience
Railway Management System | C++
- Built object-oriented application simulating railway management tasks
Hospital Management System | C
- Designed information system to streamline hospital operational workflows
Certification
- Intermediate Machine Learning | Kaggle | 2025
- Intro to Machine Learning | Kaggle | 2025
- Machine Learning Explainability | Kaggle | 2025
- Intro to Deep Learning | Kaggle | 2025
- Artificial Intelligence (AI) for Social Impact | Asian Development Bank Institute (ADBI) | 2025
Languages
English
Fluent
Urdu
Native
Punjabi
Native
References
Available upon request.
Timeline
Control Room Operator
Mitie
10.2024 - Current
Lecturer
Superior Group of Collages
11.2019 - 06.2022
Master of Science - Applied Artificial Intelligence and Data Analytics
University of Bradford
09/2022 - 12/2023
Bachelor of Science - Computer Science
University of the Punjab
10/2013 - 06/2017