Personal profile
Overview
Areas of interest
His research interest includes the Smart Grid, Smart Cities, Data Science, AI, Machine Learning, Big Data analytics and Cloud Computing, Internet of Things, Computer Networks and Wireless Communications.
Background
Ashraf is a Programme Leader, Data Science and Artificial Intelligence at the University of West of Scotland, he was a lecturer at University of Reading. He worked as a lecturer at University of Bedfordshire and York St Johns University. He was module leader of Internet of Things, Big Data Analytics and Cloud Computing, Computer System Structure and Database.
He was a Research Associate for the ReFLEX project, funded by the UKRI, project was about developing whole system model in the Smart Grid in Orkney.
He is a multidisciplinary approach aided by his Master degrees in Computer Science as well as Statistics. Diverse experience including 15 years industry/professional experience to support Higher Education teaching and research. Current research focuses on Smart Grid, Smart Cities, Computer Networking, Data Science, Internet of Things. Skilled in supporting learning in different contexts and management experience in varied voluntury organisations.
Ashraf obtained his PhD in Computer Science in 2019 from the University of Bedfordshire, UK, where he worked on the Smart Grid. He has a number of publications. His research was on designing the demand response pricing model by using simultaneous perturbation stochastic approximation in the Smart Grid.
From 2015 to 2022, he worked as a Lecturer at the University of Bedfordshire, York St Johns University and Research Associates at Heriot Watt University. Prior to that, between 2004 and 2014, he worked as a Head of Student Services and IT Manager at ICON College of Technology and Management. Over the period of time, he also served as an IT Consultant at IT Anywhere which provides smart hardware and software solutions including Domain, Hositng, Website Development and Management.
Teaching
He is currently teaching Mobile Business Technology, Ethics and IT, Project Management, Ethical Hacking Tools and Techniques, Computer Forensic Analysis, Python with Computer Network, Research Methodology and supervising, MSc Final Year students.
He taught varied modules in varied Universities
|
Modules Taught |
Name of the University |
Level |
Develop Course Contents |
|
Mathematics |
University of Reading |
L4 |
Delivery |
|
Computer Networking (Socket Programming with Java, C++, Python) |
University of Reading |
L5 |
Delivery and contributed to development |
|
Big Data Analytics and Cloud Computing |
University of Reading |
L7 |
Delivery and contributed to development |
|
Programming with C++ |
University of Reading |
L4 |
Delivery and contributed to development |
|
Internet of Things (IoT) |
York St Johns University |
L7 |
Develop and Delivery contents from the scratch |
|
Computer Systems Structure |
University of Bedfordshire |
L4 |
Yes |
|
Network Systems |
University of Bedfordshire |
L7 |
|
|
Wireless Communication |
University of Bedfordshire |
L7 |
|
|
Data Communication |
University of Bedfordshire |
L5 |
|
|
Operating Systems |
University of Bedfordshire |
L4 |
|
|
Network Programming with C++ |
University of Bedfordshire |
L5 |
|
|
Python Programming |
University of Bedfordshire |
Foundation |
|
|
Microsoft Azure Fundamentals AZ 900 |
York St Johns University |
L5 |
|
|
Big Data Analysis |
York St Johns University |
L7 |
Co-Delivery |
|
Machine Learning |
York St Johns University |
L7 |
Co-Delivery |
|
Artificial Intelligence |
York St Johns University |
L7 |
Co-Delivery |
|
|
|
|
|
|
Data Science in Microsoft Azure Cloud (DP 100) |
Microsoft Certified (completed) |
|
|
|
Artificial Intelligence in Microsoft Azure Cloud (AI 900) |
Microsoft Certified |
|
|
|
Research Methodology and Project Management in Emerging Technology |
University of Bedfordshire |
L7 |
|
|
Telecommunication and Business Management |
University of Bedfordshire |
L7 |
|
|
Final Project in Emerging Technology [Sri Lanka] |
University of Bedfordshire |
L6 |
|
|
Database- MS Access, SQL |
University of Bedfordshire |
L4 |
|
|
Modern Database Practice (Oracle Apex) |
University of Bedfordshire |
L5 |
|
|
Python |
University of Bedfordshire |
Foundation |
|
|
Software Development Principles |
University of Northumbria (QA) |
L7 (Apprenticeship) |
|
|
User System Design |
University of Roehampton (QA) |
L4 (Apprenticeship) |
|
|
Data Communication and Network Security |
University of Roehampton (QA) |
L4 (Apprenticeship) |
|
|
Data Science |
University of Roehampton (QA) |
L4 (Apprenticeship) |
Co-Delivery |
|
Cyber Security |
University of Roehampton (QA) |
L4 (Apprenticeship) |
Co-Delivery |
|
PhD student supervision |
University of Greenwich in collaboration with Heriot-Watt University |
PhD |
|
|
MSc by Research Student Supervision (Smart Grid) |
Heriot-Watt University |
L7 |
|
|
CCNA |
Cisco Certification |
|
|
Academic qualifications
2019 PhD in Computer Science, University of Bedfordshire
2006 MSc in Computer Science, University of East London
2003 Master of Information Technology, Charles Stuart University
1999 Master of Statistics, University of Dhaka
1991 BSc in Mathematics and Physics, University of Dhaka
Professional bodies/affiliations
2017 Fellow of Higher Education Academy
2012 Member of IEEE
2017 Member of BCS
2015 Member of ACM
2000- Life Member of Statistical Society
Keywords
- AI Indexes (General)
- Data Science
Fingerprint
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Collaborations and top research areas from the last five years
-
Effective energy price prediction using LSTM and ARIMA in the smart grid
Upadhaya, B. & Mahmud, A., 13 Feb 2026, AIP Conference Proceedings. AIP Publishing, 050002. (AIP Conference Proceedings; vol. 3368).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile7 Downloads (Pure) -
Maximising achievable rate using intelligent reflecting surface in 6G wireless communication systems
Eva, A. J., Sahal, M., Amin, R., Khandaker, M. R. A., Khan, R. T., Tariq, F. & Mahmud, A. A., 7 Aug 2025, In: Applied Sciences. 15, 15, 15 p., 8732.Research output: Contribution to journal › Article › peer-review
Open AccessFile7 Downloads (Pure) -
Assessing bank loan applicant (credit score) through ML: a comparative approach
Islam, M. A., Mahmud, A. S. M. A., Loukil, Z. & Chowdhury, S. A., 22 Nov 2024, Recent Trends and Advances in Artificial Intelligence (ICAETA 2024). Springer Cham, p. 431-445 15 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile14 Downloads (Pure) -
A renewable energy grid daily pricing model for consumer
Mahmud, A. A. & Sant, P., 10 Oct 2023, 2023 IEEE 11th International Conference on Smart Energy Grid Engineering (SEGE). IEEE, p. 94-103 10 p. (IEEE Conference Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile48 Downloads (Pure) -
Artificial intelligence (AI)-based identification of appliances in households through NILM
Mahmud, A. A., 11 Jul 2022, 2022 IEEE 4th Global Power, Energy and Communication Conference (GPECOM). Piscataway, NJ: IEEE, p. 414-426 13 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile2 Link opens in a new tab Citations (Scopus)15 Downloads (Pure)
Activities
- 4 Participation in conference
-
4th IEEE Global Power, Energy and Communication Conference, GPECOM 2022
Mahmud, A. (Invited speaker)
14 Jun 2022 → 22 Jun 2022Activity: Participating in or organising an event › Participation in conference
-
6th IEEE International Conference on Smart Energy Grid Engineering
Mahmud, A. (Invited speaker)
12 Aug 2018 → 15 Aug 2018Activity: Participating in or organising an event › Participation in conference
-
5th International Istanbul Smart Grids and Cities Congress and Fair, ICSG 2017
Mahmud, A. (Invited speaker)
19 Apr 2017 → 21 Apr 2017Activity: Participating in or organising an event › Participation in conference
-
2016 Fifth International Conference on Future Generation Communication (FGC)
Mahmud, A. (Invited speaker)
17 Aug 2016 → 19 Aug 2016Activity: Participating in or organising an event › Participation in conference