| QUALIFICATION | |||
| PhD Scholar | Computer Science | School of Electrical Engineering and Computer Science, National University of Science and Technology (NUST), Islamabad, Pakistan. | Since – 2020 |
| MS | Software Engineering | COMSATS University Islamabad, Islamabad, Pakistan | 2019 |
| BS | Computer Science | Federal Urdu University, Islamabad, Pakistan. | 2016 |
| TEACHING EXPERIENCE | |||
| Senior Lecturer | Department of Software Engineering, Faculty of Computing, Capital University of Science and Technology (CUST), Islamabad, Pakistan | Since – 2022 | |
| Lecturer | Department of Computer Science, Federal Urdu University, Islamabad (FUUAST), Pakistan | 2019 – 2022 | |
| Program Coordinator | Department of Computer Science, Federal Urdu University, Islamabad (FUUAST), Pakistan | 2019 – 2022 | |
| Workshop Teaching and Tutor | Allama Iqbal Open University, 44000, Islamabad | 2020 – 2021 | |
| Research Associate | ComSens Research Group at the Department of Computer Science, COMSATS University Islamabad, Islamabad, Pakistan | 2017 – 2019 | |
| Teaching Assistant | Department of Computer Science, COMSATS University Islamabad, Islamabad, Pakistan | 2018 – 2019 | |
| Visiting Lecturer | Department of Computer Science, Federal Urdu University, Islamabad, Pakistan | 2018 – 2019 | |
| INDUSTRIAL EXPERIENCE | |||
| Assistant Team Leader & Developer | Secours Islamic France (SIF), NGO, Islamabad, Pakistan | 2015 – 2016 | |
| RESEARCH SUPERVISION | |||
| 1. | MS | Long Term Electricity Load Forecasting Based on Improved CNN-LSTM and Improved ELM | |
| 2. | MS | A Short Term Electricity Load and Price Forecasting Model Based on BAT Algorithm in Logistic Regression and CNN-GRU with WOA | |
| 3. | MS | Towards Big Data Electricity Theft Detection Based on Improved RUSBoost Classifiers | |
| 4. | MS | A Novel Approach Using Deep Learning for Network Based Intrusion Detection System | |
| 5. | MS | Towards Short Term Electricity Load Forecasting using Improved Support Vector Machine and Extreme Learning Machine | |
| 6. | MS | PCA-CSA Based SVM Model For Early Diabetic Retinopathy Detection | |
| 7. | MS | Aspect Based Sentiment Analysis using Deep Learning Based Ensembler | |
| 8. | MS | Potatoes Classification Using Machine Learning And Deep Learning Techniques | |
| 9. | MS | Hand Carry Weapon Classification Using Transfer Learning | |
| 10. | MS | A Novel Approach Using Deep Learning for Network Based Intrusion Detection System | |
| 11. | MS | Power System Fault Diagnosis using Deep Learning Approach | |
| 12. | MS | A Novel Aproach for Text Classification of Roman-Urdu Using CNN-Based Ensembler | |
| JOURNAL PUBLICATIONS | |||
| 1. | Muhammad Irfan, Nasir Ayub et al. “Electricity Load and Utility Price Forecasting using Advanced Metering Infrastructure in Future Smart Grids: Design Insights and Performance Trade-offs”, CMC COMPUTERS MATERIALS & CONTINUA 72, no. 1 (2022). [Submitted to Elsevier] | ||
| 2. | Muhammad Irfan, Ch. Anwar Ul Hassan, Faisal Althobiani Nasir Ayub et al. “Power Scheduling with Max User Comfort in Smart Home: Performance Analysis and Trade-offs”, CMC COMPUTERS MATERIALS & CONTINUA 72, no. 1 (2022). [Submitted to CMC] | ||
| 3. | Atif Hussain, Nasir Ayub et al. “Long Term Electricity Load Forecasting Based on Improved CNN-LSTM and Improved ELM” Systems and Soft Computing, Elsevier, (2022). [Submitted to Elsevier] | ||
| 4. | Muhammad Irfan, Nasir Ayub et al. “Energy Theft Identification Using Adaboost Ensembler in the Smart Grids.” CMC COMPUTERS MATERIALS & CONTINUA 72, no. 1 (2022): 2141-2158. | ||
| 5. | Ch Anwar ul Hassan, Jawaid Iqbal, Nasir Ayub et al. “Smart Grid Energy Optimization and Scheduling Appliances Priority for Residential Buildings through Meta-Heuristic Hybrid Approaches.” Energies 15, no. 5 (2022): 1752. | ||
| 6. | Muhammad Irfan, Ali Raza, Faisal Althobiani, Nasir Ayub et al.,“Week Ahead Electricity Power and Price Forecasting using Improved DenseNet-121 Method”, CMC-COMPUTERS MATERIALS & CONTINUA 72, no. 1 (2022). | ||
| 7. | Saleh Albahli, Nasir Ayub et al.,“Coronavirus disease (COVID-19) detection using X-ray images and enhanced DenseNet.”, Applied Soft Computing 110 (2021) | ||
| 8. | Rehan Akram, Nasir Ayub et al.,“Towards Big Data Electricity Theft Detection Based on Improved RUSBoost Classifiers in Smart Grid”, Energies 14, no. 23 (2021) | ||
| 9. | Abdulwahab Ali Almazroi, Nasir Ayub ,“A Novel Method CNN-LSTM Ensembler based on Black Widow and Blue Monkey Optimizer for Electricity Theft Detection”, IEEE Access, 2021. | ||
| 10. | Shahzad Aslam , Nasir Ayub, et. al. ,“Toward Electric Price and Load Forecasting using CNN-based Ensembler in Smart Grids”, Sustainability, 2021. | ||
| 11. | Akbar Ali , Nasir Ayub, Muhammad Shiraz, et. al. ,“Traffic Efficiency Models for Urban Traffic Congestion Control: A Survey”, Sustainability, 2021. | ||
| 12. | Tahirkheli, Abeer Iftikhar, Muhammad Shiraz, Bashir Hayat, Muhammad Idrees, Ahthasham Sajid, Rahat Ullah, Nasir Ayub, and Ki-Il Kim. “A Survey on Modern Cloud Computing Security over Smart City Networks: Threats, Vulnerabilities, Consequences, Countermeasures, and Challenges.” Electronics 10, no. 15 (2021): 1811 | ||
| 13. | Khursheed Aurangzeb , Nasir Ayub, Musaed Alhussein,“Aspect Based Multi-labeling using SVM Based Ensembler”, IEEE Access, 2021. | ||
| 14. | Albahli, Saleh, Muhammad Shiraz, and Nasir Ayub. “Electricity Price Forecasting for Cloud Computing Using an Enhanced Machine Learning Model.” IEEE Access 8 (2020): 200971-200981 | ||
| 15. | Nasir Ayub, Muhammad Awais, Usman Ali, Tariq Ali, Muhammad Irfan, Grzegorz M. Królczyk, Adam Glowacz. “Big Data Analytics for Short and Medium Term Electricity Load Forecasting using AI Techniques Ensembler.” Submitted in Energies (2020) | ||
| 16. | Waqas Ahmad, Nasir Ayub, Tariq Ali, Muhammad Irfan, Muhammad Awais, Muhammad Shiraz, and Adam Glowacz. “Towards Short Term Electricity Load Forecasting Using Improved Support Vector Machine and Extreme Learning Machine.” Energies 13, no. 11 (2020): 2907, [IF=2.78] | ||
| CONFERENCE PUBLICATIONS | |||
| 1. | Nasir Ayub, Khursheed Aurangzeb, Muhammad Awais, and Usman Ali. “Electricity Theft Detection using CNN-GRU and Manta Ray Foraging Optimization Algorithm.” In 2020 IEEE 23rd International Multitopic Conference (INMIC), pp. 1-6. IEEE, 2020. | ||
| 2. | Sheraz Aslam, Herodotos Herodotou, Nasir Ayub, and Syed Muhammad Mohsin. “Deep Learning based Techniques to Enhance the Performance of Microgrids: A Review.” In 2019 International Conference on Frontiers of Information Technology (FIT), pp. 116-1165. IEEE, 2019. | ||
| 3. | Muhammad Talha Islam, Fahad Ahmed, Adia Khalid, Tanzila Saba, Nasir Ayub, and Nadeem Javaid. “Electricity Load and Price Forecasting using Enhanced Artificial Neural Network.” 1st International Conference on Computing (ICC 2019), Riyadh, Saudi Arabia. | ||
| 4. | Ali, Mughees, Nasir Ayub, Zainib Noshad, Amjad Rehman, Sana Mujeeb, and Nadeem Javaid. “Short-Term Electricity Price and Load Forecasting using Enhanced Support Vector Machine and K-Nearest Neighbor.” 1st International Conference on Computing (ICC 2019) Riyadh, Saudi Arabia. | ||
| 5. | Nasir Ayub, Nadeem Javaid, Sana Mujeeb, Maheen Zahid, Wazir Zada Khan and Muhammad Umar Khattak, “Electricity Load Forecasting in Smart Grids using Support Vector Machine”, in 33rd International Conference on Advanced Information Networking and Applications (AINA), 2019. | ||
| 6. | Syeda Aimal, Nadeem Javaid, Amjad Khan, Nasir Ayub, Tanzeela Sultana and Aroosa Tahir, “Data Analytics for Electricity Load and Price Forecasting in the Smart Grid”, in 33rd International Conference on Advanced Information Networking and Applications (AINA), 2019. | ||
| 7. | Nasir Ayub, Nadeem Javaid, Assad Abbas, Adnan Ishaq, Anam Yousaf and Muhammad Awais Ishtiaq, “Demand Side Management Scheduling of Appliances Using Meta Heuristic Algorithms”, in 13th International Conference on Broadband and Wireless Computing, Communication and Applications (BWCCA), 2018. | ||
| 8. | Nasir Ayub, Adnan Ishaq, Mudabbir Ali, Muhammad Azeem Sarwar, Basit Amin, and Nadeem Javaid, “An Efficient Scheduling of Power and Appliances Using Metaheuristic Optimization Technique”, 9th International Conference on Intelligent Networking and Collaborative Systems INCoS 2017 | ||
| 9. | Adnan Ishaq, Nasir Ayub, Arje Saba, Asad Ghafar Basit Amin, and Nadeem Javaid, “An Efficient Scheduling using Meta Heuristic Algorithms for Home Demand-side Management in Smart Grid”, 9th International Conference on Intelligent Networking and Collaborative Systems (INCoS), 2017 | ||
| 10. | Mudabbir Ali, Samia Abid, Asad Ghafar, Nasir Ayub, Hafsa Arshad, Sajawal Khan, and Nadeem Javaid, “Earth Worm Optimization for Home Energy Management System in Smart Grid”, in 12th International Conference on Broadband Wireless Computing, Communication and Applications (BWCCA), 2017 | ||
| 11. | Muhammad Azeem Sarwar, Basit Amin, Nasir Ayub, Syed Hassnain Faraz, Sajawal ur Rehman Khan, and Nadeem Javaid, “Scheduling of Appliances in Home Energy Management System using Elephant Herding Optimization and Enhanced Differential Evolution”, 9th International Conference on Intelligent Networking and Collaborative Systems (INCoS), 2017 | ||
| 12. | Basit Amin, Adia Khalid, Muhammad Azeem Sarwar, Asad Ghaffar, Adnan Satti, Nasir Ayub, and Nadeem Javaid, “Real Time Pricing based Appliance Scheduling in Home Energy Management using Optimization Techniques”, 12th International Conference on Broadband Wireless Computing, Communication and Applications (BWCCA), 2017 | ||
Other Members
Mr. Muhammad Faran
Lab Engineer
Mr. Muhammad Iqbal
Lecturer
Mr. Muhammad Danish
Lab Engineer
Mr. Muhammad Nauman
Lecturer
Mr. Naveed Ahmed Gondal
Senior Lecturer
Mr. Naeemullah Khan
Assistant Professor
Ms. Rida Rafaqat
Lecturer
Mr. Waqar Younas
Lecturer
Mr. Azhar Rauf Khan
Lecturer
Ms. Ayyesha Kanwal Ahmed
Senior Lecturer
Ms. Zuriat Zahra
Senior Lecturer
Dr. Abid Kamran
Assistant Professor
Dr. Samina Rashid
Associate Professor
Dr. Dur e Shehwar Sagheer
ASSOCIATE PROFESSOR
Dr. Muhammad Afzal
ASSOCIATE PROFESSOR
Dr. Muhammad Sabeel Khan
Associate Professor
Dr. Abdul Rehman Kashif
ASSOCIATE PROFESSOR
Dr. Rashid Ali
PROFESSOR
Dr. Fazal ur Rehman
PROFESSOR
Dr. Muhammad Sagheer
PROFESSOR / HOD MATHEMATICS
Mr. Sadaqat Hussain Awan
Lecturer
Ms. Sabiha Naureen
Associate Lecturer
Ms. Hafsa Jabeen
Associate Lecturer
Ms. Fiza Tahir
Lecturer
Ms. Farwa Zaid Ali
Associate Lecturer
Ms. Farwa Tahir
Associate Lecturer
Mr. Muhammad Farhan Ali Khan
Lecturer
Ms. Fareeha Hasan
Associate Lecturer
Ms. Asima Bibi
Associate Lecturer
Ms. Areej Ghouri
Lecturer
Ms. Abeer Tariq
Associate Lecturer
Dr. Mahira Zeeshan
Assistant Professor
Dr. M. Nasir Hayat Malik
Assistant Professor
Ms. Taliha Ahmed
Associate Lecturer
Dr. Imran Riaz Malik
Associate Professor
Dr. Syed Shujaa Safdar Gardezi
Associate Professor
Ms. Shah Gull
Lecturer
Ms. Mashal Naeem
Associate Lecturer
Dr. Rizwan Ur Rehman
Assistant Professor
Dr. Muhammad Asad Anwar
Assistant Professor
Ms. Ayesha Aftab
Associate Lecturer
Ms. Yafra Khan
Lecturer
Ms. Syeda Amna Rizwan
Associate Lecturer
Ms. Snober Naseer
Associate Lecturer
Mr. Muhammad Shoaib Malik
Associate Lecturer
Ms. Rida Haya
Associate Lecturer
Mr. Muhammad Owais
Lecturer
Mr. Muhammad Majid
Associate Lecturer
Mr. Muhammad Bilal
Lecturer
Ms. Iqra Javed
Associate Lecturer
Ms. Hajira Wahid
Associate Lecturer
Dr. Umair Rafique
Assistant Professor
Dr. Syed Saqib Raza Rizvi
Assistant Lecturer
Ms. Aisha Khalid
Lecturer
Mr. Adnan Jelani
Associate Lecturer
Mr. Mudabbir Ali
Lecturer
Mr. Muhammad Aksar
Senior Lecturer
Mr. Iftikhar Ali Janjua
Assistant Professor
Ms. Javeria Khalid
Lecturer
Dr. Muhammad Ashraf Javid
Associate Professor
Dr. Muazzam Ghous Sohail
Associate Professor
Dr. Nafeesa Shaheen
Assistant Professor
Ms. Sadaf Adalat
Lecturer
Mr. Bilal Hussain
Lab Engineer
Mr. Huzaifa Waseem Malik
Lab Engineer
Mr. Sayed Faraz Ali Shah
Senior Lecturer
Mr. Imad-ud-Din
Lecturer
Ms. Aysha Aneeq
Lecturer
Ms. Sadaf Zeb
Senior Lecturer
Ms. Parveen Akhtar
Senior Lecturer
Mr. Muhammad Naeem
Lecturer
Ms. Mehreen Aftab
Lecturer
Ms. Rabia Umar
Lecturer
Ms. Ayesha Irshad
Lab Engineer
Mr. Khuram Shahzad Khalid
Senior Lecturer
Dr. Qamar Abbas
Assistant Professor
Dr. Mudassar Ali
Assistant Professor
Mr. Muhammad Zeeshan Sabir
Lecturer
Mr. Mohsin Khan
Lecturer
Mr. Hashim Ayub
Associate Lecturer
Mr. Sohail Riaz
Lecturer
Ms Sara Durrani
Associate Lecturer
Mr. Naseem Ali
Associate Lecturer
Mr. Muhammad Zaheer
Associate Lecturer
Ms. Farhana Tanveer
Lab Instructor
Ms. Arusa Kanwal
Associate Lecturer
Mr. Muhammad Majid Zaman
Associate Lecturer
Ms. Maham Tariq
Associate Lecturer
Mr. Taimoor Riaz
Associate Lecturer
Ms. Afsheen Masood
Lecturer
Ms. Tayyaba Zaheer
Lecturer
Mr. Omaid Ghayyur
Lecturer
Mr. Mudassar Adeel Ahmed
LECTURER
Mr. Ibrar Arshad
Senior Lecturer
Ms. Mammona Qudsia
LECTURER
Ms. Anam Ijaz
Lecturer
Ms. Irum Noureen
Lecturer
Ms. Rabia Batool
Lecturer
Dr. Sania Riaz
Assistant Professor
Mr. Sami Ullah Jan
Senior Lecturer
Mr. Muhammad Waqas Malik
Lecturer
Mr. Abdur Rauf
Junior Lecturer
Mr. Muhammad Usman
Lecturer
Mr. Mamoon Ur Rasheed
Lab Engineer
Mr. Junaid Iqbal
Lab Engineer
Dr. Ghulam Asghar
Assistant Professor
Mr. M. Aneeb Fazal
Lecturer
Ms. Faiza Arshad
Lecturer
Dr. Hashim Khan
Assistant Professor
Ms. Asma Qandeel
Associate Lecturer
Ms. Uzma Arshad
Senior Lecturer
Mr. Syed Awais Haider
Senior Lecturer
Mr. Salman Ahmed
Senior Lecturer
Mr. Bilal Ahmad
Senior Lecturer
Ms. Asma Naz
LECTURER
Mr. Shahzad Rafique
ASSISTANT PROFESSOR
Dr. Qamar Mahmood
ASSISTANT PROFESSOR
Dr. Muhammad Siraj Rathore
Assistant Professor
Dr. Nadeem Anjum
Associate Professor/HoD Software Engineering
Dr. Mohammad Masroor Ahmed
ASSOCIATE PROFESSOR
Ms. Nitasha Gohar
Lecturer
Ms. Shermeen Hamid
Lab Engineer
Mr. Muhammad Zulfiqar
Lecturer
Mr. Rizwan Khalil
Lab Engineer
Mr. Fakhar Ul Hasnain
Lecturer
Mr. Muhammad Haroon
Lecturer
Dr. Muhammad Umar Farooq
Professor/HoD English
Dr. Muhammad Asghar Mughal
Assistant Professor
Dr. Muhammad Kamran Naqi Khan
Director ORIC
Mr. Minhas Shah
LAB ENGINEER
Dr. Sohail Ahmad Jan
ASSISTANT PROFESSOR
Ms. Uzma Mushtaq
LECTURER
Mr. Mohammad Salman Khattak
Lecturer
Mr. Syed Farhan Ali
ASSOCIATE LECTURER
Mr. Manzar Masud
LECTURER
Mr. Ahmed Ali
LAB ENGINEER
Mr. Abdullah Farooq Abbasi
LAB ENGINEER
Dr. Mohammad Javed Hyder
PROFESSOR
Mr. Shaheed Ullah
Lecturer
Mr. Muhammad Rizwan Siddiqui
Lecturer
Mr. Talha Bin Tahir
Lecturer
Dr. Ishrat Yousaf
Assistant Professor
Dr. Samyia Safdar
Assistant Professor
Ms. Namra Mubarak
Lecturer
Ms. Sarah Nawaz Malik
Lecturer
Mr. Muhammad Irfan Mustafa
Lecturer
Ms. Hajra Qayyum
Associate Lecturer
Dr. Shazia Faiz
Assistant Professor
Dr. Sabahat Haqqani
ASSISTANT PROFESSOR / HOD PSYCHOLOGY
Mr. Umair Ahmed
LAB ENGINEER
Mr. Talha Ahmed
Associate Lecturer
Mr. Muhammad Yasir
Lecturer
Mr. Muhammad Waleed Farooq
Associate Lecturer
Mr. Usman Hussain
ASSOCIATE LECTURER
Dr. Nousheen Tariq Bhutta
Assistant Professor
Mr. Mateen Abbas
Lecturer
Dr. Muhammad Tariq Khan
Assistant Professor
Ms. Iqra Hamid
Lecturer
Mr. Asif Safdar
Lecturer
Dr. Nadia Shamshad Malik
Associate Professor
Dr. Mahboob Alam
Associate Professor
Dr. Muzaffar Abbas
PROFESSOR / DEAN FACULTY OF PHARMACY
Mr. Maqsood Alam
Lecturer
Mr. Mehran Sudheer
Lecturer
Ms. Maria Mashkoor
Assistant Professor
Mr. Ahmed Sheikh
Lab Engineer
Ms. Faiza Khalid
Lecturer
Mr. Iqbal Ahmad
Lecturer
Dr. Arshia Amin Butt
ASSISTANT PROFESSOR
Dr. Erum Dilshad
Associate Professor
Dr. Syeda Marriam Bakhtiar
ASSOCIATE PROFESSOR/ HoD Bioinformatics & Biosciences
Dr. Shaukat Iqbal
PROFESSOR
Dr. Sahar Fazal
Professor/Dean Faculty of Health & Life Sciences
Ms. Shummaila Rasheed
Lecturer
Mr. Khalid Mahmood
ASSISTANT PROFESSOR
Dr. Muhammad Irfan
Associate Professor
Mr. Syed Hassan Shah
ASSISTANT PROFESSOR
Dr. Salman Sagheer Warsi
Associate Professor
Dr. Waqas Akbar Lughmani
Associate Professor
Mr. Saif Ullah
ASSISTANT PROFESSOR
Dr. Abdul Basit Siddiqui
ASSOCIATE PROFESSOR / HOD COMPUTER SCIENCE
Dr. M. Mahabat Khan
ASSOCIATE PROFESSOR/HOD MECHANICAL ENGINEERING
Mr. Attabik Tabib
LAB ENGINEER
Mr. Moin Qasim
Senior Lecturer
Mr. Inam Elahi
Senior Lecturer
Dr. Muhammad Naeem
Assistant Professor
Mr. Qazi Abdul Moqueet
Senior Lecturer
Mr. Umar Maqbool
ASSISTANT PROFESSOR
Dr. M. Ashraf
PROFESSOR
Dr. Aamer Iqbal Bhatti
PROFESSOR
Dr. Amir Qayyum
PROFESSOR
Dr. Noor M. Khan
PROFESSOR / HOD ELECTRICAL ENGINEERING
Mr. Hafiz Muhammad Adnan
LECTURER
Mr. Zia ul Islam
Senior Lecturer
Mr. Muhammad Umar Toor
Senior Lecturer
Ms. Rabia Habib
Senior Lecturer
Dr. Muhammad Saboor Ahmed
Assistant Professor
Mr. Nosherwan Khan
LECTURER
Ms. Saeeda Ibrahim
Senior Lecturer
Mr. Nasir Rasool
ASSISTANT PROFESSOR
Dr. Ahsan Mahmood Ahmed
ASSISTANT PROFESSOR
Dr. Lakhi Muhammad
Associate Professor / HOD MANAGEMENT SCIENCE
Mrs. Qurat ul Ain Jalil
ASSISTANT PROFESSOR
Dr. Muhammad Ishfaq Khan
Associate Professor
Mr. Saqib Naveed
ASSISTANT PROFESSOR/ DIRECTOR ADMISSIONS
Dr. Jaleel Ahmed Malik
ASSOCIATE PROFESSOR/HoD Accounting and Finance
Dr. Imtiaz Ahmad Taj
PROFESSOR / DEAN FACULTY OF ENGINEERING
Dr. M. Mansoor Ahmed
PROFESSOR / VICE CHANCELLOR
Dr. Arif Vaseer
ASSOCIATE PROFESSOR/ DIRECTOR CORPORATE LINKAGES
Dr. Sayyed M. Mehdi Raza Naqvi
PROFESSOR
Dr. Ansir A. Rajput
ASSOCIATE PROFESSOR
Mr. Sohail Afzal
ASSOCIATE LECTURER
Dr. Aamer Nadeem
PROFESSOR
Dr. Arshad Hassan
PROFESSOR / DEAN FACULTY OF MANAGEMENT AND SOCIAL SCIENCES
Dr. Nayyer Masood
PROFESSOR
Dr. M Abdul Qadir
PROFESSOR / DEAN FACULTY OF COMPUTING
Dr. Muhammad Usman Farooqi
ASSISTANT PROFESSOR
Dr. Majid Ali
Professor
Dr. Ishtiaq Hassan
Professor/HoD Civil Engineering
Mr. Hassan Mahmood Awan
Controller of Examinations